diff --git a/RuoYi-Vue/docs/superpowers/plans/2026-05-24-ai-generation-task-center.md b/RuoYi-Vue/docs/superpowers/plans/2026-05-24-ai-generation-task-center.md
new file mode 100644
index 0000000..6663a40
--- /dev/null
+++ b/RuoYi-Vue/docs/superpowers/plans/2026-05-24-ai-generation-task-center.md
@@ -0,0 +1,197 @@
+# AI Generation Task Center Implementation Plan
+
+> **For agentic workers:** REQUIRED SUB-SKILL: Use superpowers:subagent-driven-development (recommended) or superpowers:executing-plans to implement this plan task-by-task. Steps use checkbox (`- [ ]`) syntax for tracking.
+
+**Goal:** Convert long-running DeepSeek generation requests into trackable asynchronous tasks with generation records, basic quota accounting, cost usage, and retry support.
+
+**Architecture:** Keep the existing synchronous `IAiGenerateService` methods as the actual generation engine and add a DB-backed task layer in front of them. A task service creates task rows, reserves quota, and a worker claims pending tasks with a short database lock before executing generation outside the claim transaction. The Vue workbench starts tasks, polls status, and applies the generated result after success.
+
+**Tech Stack:** Spring Boot, MyBatis XML mappers, MySQL tables in `sql/front_workbench.sql` and `sql/db.sql`, existing RuoYi thread pool conventions, Vue 3 + Element Plus.
+
+---
+
+### File Structure
+
+- Create `ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiGenerationTask.java`: task queue domain object.
+- Create `ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiUsageLedger.java`: usage/cost ledger domain object.
+- Create `ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiQuotaBucket.java`: per-user quota bucket domain object.
+- Create DTOs under `ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/dto`: `AiGenerationTaskCreateRequest`, `AiGenerationTaskStatusResponse`, `AiQuotaResponse`.
+- Create mapper interfaces and XML files under `ruoyi-generator/src/main/java/com/ruoyi/generator/mapper/front` and `ruoyi-generator/src/main/resources/mapper/front`.
+- Create services under `ruoyi-generator/src/main/java/com/ruoyi/generator/service/front`: `IAiGenerationTaskService`, `AiGenerationTaskServiceImpl`, `AiGenerationTaskWorker`, `AiQuotaService`, `AiCostCalculator`, `AiTaskRetryPolicy`.
+- Modify `ruoyi-admin/src/main/java/com/ruoyi/web/controller/front/FrontProjectController.java`: add task create/status/retry/cancel/quota/history endpoints.
+- Modify `ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiGenerateServiceImpl.java`: expose execution helpers or keep using the public sync methods from worker.
+- Modify `easycode-web/src/api/project.js`: add task APIs.
+- Modify `easycode-web/src/views/GenerateView.vue`: replace blocking generation calls with task start + polling.
+- Modify SQL scripts: add task, quota, and ledger tables.
+- Add focused tests in `ruoyi-generator/src/test/java/com/ruoyi/generator/service/front`.
+
+### Task 1: Task Status and Retry Policy
+
+**Files:**
+- Create: `ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiTaskRetryPolicy.java`
+- Test: `ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiTaskRetryPolicyTest.java`
+
+- [ ] **Step 1: Write failing tests**
+
+Test retryable messages: timeout, 429, 5xx, and DeepSeek unavailable retry. Test validation/permission/quota messages do not retry. Test backoff sequence returns 30 seconds, 2 minutes, 5 minutes.
+
+- [ ] **Step 2: Run test to verify it fails**
+
+Run: `mvn -pl ruoyi-generator -Dtest=AiTaskRetryPolicyTest test`
+Expected: compile failure because `AiTaskRetryPolicy` does not exist.
+
+- [ ] **Step 3: Implement minimal retry policy**
+
+Create constants for max attempts and retry delays. Add `boolean canRetry(String errorMessage, int attempts, int maxAttempts)` and `Date nextRetryTime(int attempts, Date now)`.
+
+- [ ] **Step 4: Run test to verify it passes**
+
+Run: `mvn -pl ruoyi-generator -Dtest=AiTaskRetryPolicyTest test`
+Expected: PASS.
+
+### Task 2: Cost and Quota Services
+
+**Files:**
+- Create: `ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiCostCalculator.java`
+- Create: `ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiQuotaService.java`
+- Create: `ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiQuotaBucket.java`
+- Create: `ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiUsageLedger.java`
+- Test: `ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiCostCalculatorTest.java`
+- Test: `ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiQuotaServiceTest.java`
+
+- [ ] **Step 1: Write failing tests**
+
+Test default quota allows a first task, blocks when daily count reaches 20, blocks when monthly cost reaches 5000 cents, reserves one running task, and releases running count on finish.
+
+- [ ] **Step 2: Run tests to verify they fail**
+
+Run: `mvn -pl ruoyi-generator -Dtest=AiCostCalculatorTest,AiQuotaServiceTest test`
+Expected: compile failure for missing services/domain types.
+
+- [ ] **Step 3: Implement minimal services**
+
+Use mapper methods for load/create/update quota rows. Cost calculator returns 0 when tokens are missing and uses configurable defaults for DeepSeek estimates.
+
+- [ ] **Step 4: Run tests to verify they pass**
+
+Run: `mvn -pl ruoyi-generator -Dtest=AiCostCalculatorTest,AiQuotaServiceTest test`
+Expected: PASS.
+
+### Task 3: Task Persistence
+
+**Files:**
+- Create: `AiGenerationTask` domain and mapper XML/interface.
+- Create: `AiUsageLedgerMapper` and `AiQuotaBucketMapper`.
+- Modify: `sql/front_workbench.sql`
+- Modify: `sql/db.sql`
+
+- [ ] **Step 1: Write mapper/service tests**
+
+Add tests for creating task rows, selecting task by user/project/task, selecting claimable tasks, updating lock/status, and inserting usage ledger.
+
+- [ ] **Step 2: Run tests to verify they fail**
+
+Run: `mvn -pl ruoyi-generator -Dtest=AiGenerationTaskServiceImplTest test`
+Expected: compile failure for missing domain/mapper/service methods.
+
+- [ ] **Step 3: Implement MyBatis domain and XML**
+
+Use status values `QUEUED`, `RUNNING`, `RETRY_WAITING`, `SUCCEEDED`, `FAILED`, `CANCELED`. Add indexes for `(status, next_retry_time)`, `(user_id, project_id)`, and `generation_id`.
+
+- [ ] **Step 4: Run tests to verify they pass**
+
+Run: `mvn -pl ruoyi-generator -Dtest=AiGenerationTaskServiceImplTest test`
+Expected: PASS.
+
+### Task 4: Task Service and Worker
+
+**Files:**
+- Create: `IAiGenerationTaskService`
+- Create: `AiGenerationTaskServiceImpl`
+- Create: `AiGenerationTaskWorker`
+- Modify: `FrontProjectController`
+- Test: `AiGenerationTaskServiceImplTest`
+
+- [ ] **Step 1: Write failing service tests**
+
+Test task creation validates project ownership, reserves quota, creates a `front_project_generation` row, creates a queued task, returns status DTO, and deduplicates a still-running same request hash.
+
+- [ ] **Step 2: Run test to verify it fails**
+
+Run: `mvn -pl ruoyi-generator -Dtest=AiGenerationTaskServiceImplTest test`
+Expected: compile failure or assertion failure before implementation.
+
+- [ ] **Step 3: Implement task creation and status queries**
+
+Generate request hash from `generateType + normalized request JSON`. Store request payload as JSON. Return `taskId`, `status`, `currentStep`, `progress`, `generationId`.
+
+- [ ] **Step 4: Write failing worker tests**
+
+Test worker executes app blueprint, database, and business blueprint tasks by delegating to existing sync service methods, marks success, records elapsed time, inserts ledger, and schedules retry for retryable failures.
+
+- [ ] **Step 5: Implement worker**
+
+Claim tasks using `locked_by` and `locked_until`, run outside the claim transaction, then update status. Keep max attempts at 3.
+
+- [ ] **Step 6: Run tests to verify they pass**
+
+Run: `mvn -pl ruoyi-generator -Dtest=AiGenerationTaskServiceImplTest,AiGenerationTaskWorkerTest test`
+Expected: PASS.
+
+### Task 5: REST API
+
+**Files:**
+- Modify: `ruoyi-admin/src/main/java/com/ruoyi/web/controller/front/FrontProjectController.java`
+- Test: service tests remain the main safety net.
+
+- [ ] **Step 1: Add controller endpoints**
+
+Add `POST /front/project/{projectId}/ai-tasks`, `GET /front/project/{projectId}/ai-tasks/{taskId}`, `POST /front/project/{projectId}/ai-tasks/{taskId}/retry`, `POST /front/project/{projectId}/ai-tasks/{taskId}/cancel`, `GET /front/project/{projectId}/generations`, and `GET /front/project/ai-quota`.
+
+- [ ] **Step 2: Run compile tests**
+
+Run: `mvn -pl ruoyi-admin -DskipTests compile`
+Expected: SUCCESS.
+
+### Task 6: Frontend Polling Experience
+
+**Files:**
+- Modify: `easycode-web/src/api/project.js`
+- Modify: `easycode-web/src/views/GenerateView.vue`
+
+- [ ] **Step 1: Add task API helpers**
+
+Add `createAiTask`, `getAiTask`, `retryAiTask`, `cancelAiTask`, `getAiQuota`, and `listGenerations`.
+
+- [ ] **Step 2: Update generation handlers**
+
+Replace direct calls to `generateAppBlueprint`, `generateDatabase`, and `generateBusinessBlueprint` with `createAiTask` plus polling. Keep the old direct API helpers for compatibility.
+
+- [ ] **Step 3: Show task state**
+
+Display status, progress, error message, retry button, and quota summary in the existing generate page.
+
+- [ ] **Step 4: Run frontend tests/build**
+
+Run direct `.mjs` tests with Node 20 and run Vite build.
+Expected: tests and build pass.
+
+### Task 7: Final Verification
+
+**Files:**
+- No new files.
+
+- [ ] **Step 1: Run backend tests**
+
+Run: `mvn test`
+Expected: SUCCESS.
+
+- [ ] **Step 2: Run frontend tests/build**
+
+Run easycode-web direct `.mjs` tests and Vite build.
+Expected: SUCCESS.
+
+- [ ] **Step 3: Inspect git diff**
+
+Run: `git diff --stat` and `git status --short`.
+Expected: only intended AI task center files changed.
diff --git a/RuoYi-Vue/easycode-web/src/api/project.js b/RuoYi-Vue/easycode-web/src/api/project.js
index b6adb89..2e5dd69 100644
--- a/RuoYi-Vue/easycode-web/src/api/project.js
+++ b/RuoYi-Vue/easycode-web/src/api/project.js
@@ -76,6 +76,49 @@ export function generateBusinessBlueprint(projectId, data) {
   }).then(unwrap)
 }
 
+export function createAiTask(projectId, data) {
+  return request({
+    url: `/front/project/${projectId}/ai-tasks`,
+    method: 'post',
+    data
+  }).then(unwrap)
+}
+
+export function getAiTask(projectId, taskId) {
+  return request({
+    url: `/front/project/${projectId}/ai-tasks/${taskId}`,
+    method: 'get'
+  }).then(unwrap)
+}
+
+export function retryAiTask(projectId, taskId) {
+  return request({
+    url: `/front/project/${projectId}/ai-tasks/${taskId}/retry`,
+    method: 'post'
+  }).then(unwrap)
+}
+
+export function cancelAiTask(projectId, taskId) {
+  return request({
+    url: `/front/project/${projectId}/ai-tasks/${taskId}/cancel`,
+    method: 'post'
+  }).then(unwrap)
+}
+
+export function getAiQuota() {
+  return request({
+    url: '/front/project/ai-quota',
+    method: 'get'
+  }).then(unwrap)
+}
+
+export function listGenerations(projectId) {
+  return request({
+    url: `/front/project/${projectId}/generations`,
+    method: 'get'
+  }).then(unwrap)
+}
+
 export function getDatabase(projectId) {
   return request({
     url: `/front/project/${projectId}/database`,
diff --git a/RuoYi-Vue/easycode-web/src/views/GenerateView.vue b/RuoYi-Vue/easycode-web/src/views/GenerateView.vue
index f6540cf..ca2506f 100644
--- a/RuoYi-Vue/easycode-web/src/views/GenerateView.vue
+++ b/RuoYi-Vue/easycode-web/src/views/GenerateView.vue
@@ -105,6 +105,31 @@
             预览项目
           </el-button>
         </div>
+
+        <div v-if="activeAiTask || aiQuota" class="ai-task-strip">
+          <div v-if="activeAiTask" class="ai-task-card">
+            <div class="ai-task-card-header">
+              <strong>{{ taskTypeLabel(activeAiTask.generateType) }}</strong>
+              <el-tag size="small" effect="plain">{{ taskStatusLabel(activeAiTask.status) }}</el-tag>
+            </div>
+            <el-progress :percentage="Number(activeAiTask.progress || 0)" :stroke-width="8" />
+            <p class="muted">{{ activeAiTask.currentStep || '-' }}</p>
+            <p v-if="activeAiTask.errorMessage" class="task-error">{{ activeAiTask.errorMessage }}</p>
+            <el-button
+              v-if="activeAiTask.status === 'FAILED' || activeAiTask.status === 'RETRY_WAITING'"
+              size="small"
+              type="primary"
+              @click="handleRetryActiveTask"
+            >
+              重试
+            </el-button>
+          </div>
+          <div v-if="aiQuota" class="ai-quota-card">
+            <span>今日 {{ aiQuota.dailyTaskUsed || 0 }}/{{ aiQuota.dailyTaskLimit || 0 }}</span>
+            <span>运行中 {{ aiQuota.runningCount || 0 }}/{{ aiQuota.runningLimit || 0 }}</span>
+            <span>本月成本 {{ aiQuota.monthlyCostUsedCents || 0 }}/{{ aiQuota.monthlyCostLimitCents || 0 }}</span>
+          </div>
+        </div>
       </div>
     </div>
 
@@ -220,14 +245,14 @@
 </template>
 
 <script setup>
-import { computed, onMounted, reactive, ref, watch } from 'vue'
+import { computed, onBeforeUnmount, onMounted, reactive, ref, watch } from 'vue'
 import { useRoute, useRouter } from 'vue-router'
 import { ElMessage } from 'element-plus'
 import { DataAnalysis, View } from '@element-plus/icons-vue'
 import AppModuleDiagramView from '@/components/AppModuleDiagramView.vue'
 import DatabaseDesigner from '@/components/DatabaseDesigner.vue'
 import ErDiagramView from '@/components/ErDiagramView.vue'
-import { createProject, generateAppBlueprint, generateBusinessBlueprint, generateDatabase, generateProject, getDatabase, getProject, listAvailableModules, saveDatabase, updateProject } from '@/api/project'
+import { createAiTask, createProject, generateProject, getAiQuota, getAiTask, getDatabase, getProject, listAvailableModules, retryAiTask, saveDatabase, updateProject } from '@/api/project'
 
 const route = useRoute()
 const router = useRouter()
@@ -247,6 +272,9 @@ const appBlueprint = ref(emptyAppBlueprint())
 const appBlueprintJson = ref(formatJson(emptyAppBlueprint()))
 const database = ref({ tables: [], sql: '', erDiagram: emptyErDiagram(), businessActions: [] })
 const availableModules = ref([])
+const activeAiTask = ref(null)
+const aiQuota = ref(null)
+let stopAiPolling = false
 const projectForm = reactive({
   projectName: '',
   keyword: String(route.query.keyword || ''),
@@ -332,6 +360,51 @@ function normalizeBusinessActions(payload) {
   return Array.isArray(data) ? data : []
 }
 
+function parseTaskResult(task) {
+  if (!task?.resultPayload) return null
+  try {
+    return JSON.parse(task.resultPayload)
+  } catch (error) {
+    return task.resultPayload
+  }
+}
+
+function taskTypeLabel(type) {
+  const labels = {
+    app_blueprint: '应用蓝图',
+    database: '数据库',
+    business_blueprint: '业务蓝图'
+  }
+  return labels[type] || type || 'AI 生成'
+}
+
+function taskStatusLabel(status) {
+  const labels = {
+    QUEUED: '排队中',
+    RUNNING: '生成中',
+    RETRY_WAITING: '等待重试',
+    SUCCEEDED: '已完成',
+    FAILED: '失败',
+    CANCELED: '已取消'
+  }
+  return labels[status] || status || '-'
+}
+
+function delay(ms) {
+  return new Promise((resolve) => window.setTimeout(resolve, ms))
+}
+
+function aiTaskPayload(generateType) {
+  return {
+    generateType,
+    projectName: projectForm.projectName,
+    projectDesc: projectForm.projectDesc,
+    industryTemplate: projectForm.industryTemplate,
+    extraRequirements: projectForm.keyword,
+    appBlueprint: appBlueprintJson.value
+  }
+}
+
 function normalizeProjectId(value) {
   const raw = Array.isArray(value) ? value[0] : value
   const id = Number(raw)
@@ -533,6 +606,57 @@ function validateRequirementInput() {
   return true
 }
 
+async function refreshAiQuota() {
+  try {
+    aiQuota.value = await getAiQuota()
+  } catch (error) {
+    aiQuota.value = null
+  }
+}
+
+function applyAiTaskResult(task) {
+  const payload = parseTaskResult(task)
+  if (task.generateType === 'app_blueprint') {
+    appBlueprint.value = normalizeAppBlueprint(payload)
+    syncAppBlueprintJson()
+    return
+  }
+  if (task.generateType === 'database') {
+    database.value = normalizeDatabase(payload)
+    return
+  }
+  if (task.generateType === 'business_blueprint') {
+    database.value = {
+      ...database.value,
+      businessActions: normalizeBusinessActions(payload)
+    }
+  }
+}
+
+async function waitForAiTask(id, initialTask) {
+  let task = initialTask
+  activeAiTask.value = task
+  while (!stopAiPolling && task && !['SUCCEEDED', 'FAILED', 'CANCELED'].includes(task.status)) {
+    await delay(2000)
+    task = await getAiTask(id, task.taskId)
+    activeAiTask.value = task
+  }
+
+  if (task?.status === 'SUCCEEDED') {
+    applyAiTaskResult(task)
+    await refreshAiQuota()
+    return task
+  }
+
+  throw new Error(task?.errorMessage || 'AI 生成任务未完成')
+}
+
+async function startAiTask(generateType) {
+  const id = await ensureProject()
+  const task = await createAiTask(id, aiTaskPayload(generateType))
+  return waitForAiTask(id, task)
+}
+
 async function handleGenerateAppBlueprint() {
   if (!validateRequirementInput()) {
     return
@@ -541,15 +665,7 @@ async function handleGenerateAppBlueprint() {
   generatingAppBlueprint.value = true
   errorMessage.value = ''
   try {
-    const id = await ensureProject()
-    const result = await generateAppBlueprint(id, {
-      projectName: projectForm.projectName,
-      projectDesc: projectForm.projectDesc,
-      industryTemplate: projectForm.industryTemplate,
-      extraRequirements: projectForm.keyword
-    })
-    appBlueprint.value = normalizeAppBlueprint(result)
-    syncAppBlueprintJson()
+    await startAiTask('app_blueprint')
     ElMessage.success('应用蓝图已生成')
   } catch (error) {
     errorMessage.value = error.message || '生成应用蓝图失败，请稍后重试。'
@@ -581,15 +697,7 @@ async function handleGenerateDatabase() {
   generating.value = true
   errorMessage.value = ''
   try {
-    const id = await ensureProject()
-    const result = await generateDatabase(id, {
-      projectName: projectForm.projectName,
-      projectDesc: projectForm.projectDesc,
-      industryTemplate: projectForm.industryTemplate,
-      extraRequirements: projectForm.keyword,
-      appBlueprint: appBlueprintJson.value
-    })
-    database.value = normalizeDatabase(result)
+    await startAiTask('database')
 
     if (!database.value.tables.length) {
       errorMessage.value = '后端暂未返回表结构，请稍后重试或手动添加表。'
@@ -618,16 +726,7 @@ async function handleGenerateBusinessBlueprint() {
   try {
     const id = await ensureProject()
     await saveDatabase(id, database.value)
-    const result = await generateBusinessBlueprint(id, {
-      projectName: projectForm.projectName,
-      projectDesc: projectForm.projectDesc,
-      industryTemplate: projectForm.industryTemplate,
-      extraRequirements: projectForm.keyword
-    })
-    database.value = {
-      ...database.value,
-      businessActions: normalizeBusinessActions(result)
-    }
+    await waitForAiTask(id, await createAiTask(id, aiTaskPayload('business_blueprint')))
     ElMessage.success('业务蓝图已生成')
   } catch (error) {
     errorMessage.value = error.message || '生成业务蓝图失败，请确认表结构已保存后重试。'
@@ -636,6 +735,27 @@ async function handleGenerateBusinessBlueprint() {
   }
 }
 
+async function handleRetryActiveTask() {
+  if (!projectId.value || !activeAiTask.value?.taskId) return
+
+  errorMessage.value = ''
+  const type = activeAiTask.value.generateType
+  if (type === 'app_blueprint') generatingAppBlueprint.value = true
+  if (type === 'database') generating.value = true
+  if (type === 'business_blueprint') generatingBusinessBlueprint.value = true
+  try {
+    const task = await retryAiTask(projectId.value, activeAiTask.value.taskId)
+    await waitForAiTask(projectId.value, task)
+    ElMessage.success(`${taskTypeLabel(type)}已生成`)
+  } catch (error) {
+    errorMessage.value = error.message || 'AI 生成任务重试失败'
+  } finally {
+    if (type === 'app_blueprint') generatingAppBlueprint.value = false
+    if (type === 'database') generating.value = false
+    if (type === 'business_blueprint') generatingBusinessBlueprint.value = false
+  }
+}
+
 async function handleSaveDatabase() {
   if (!projectId.value) return
 
@@ -674,11 +794,16 @@ watch(
 )
 
 onMounted(() => {
+  refreshAiQuota()
   loadModuleOptions()
   if (projectId.value) {
     loadProjectDraft(projectId.value)
   }
 })
+
+onBeforeUnmount(() => {
+  stopAiPolling = true
+})
 </script>
 
 <style scoped lang="scss">
@@ -818,6 +943,34 @@ onMounted(() => {
   gap: 18px;
 }
 
+.ai-task-strip {
+  display: grid;
+  gap: 12px;
+  max-width: 980px;
+}
+
+.ai-task-card {
+  border: 1px solid var(--border-color);
+  border-radius: 8px;
+  display: grid;
+  gap: 8px;
+  padding: 12px;
+}
+
+.ai-task-card-header,
+.ai-quota-card {
+  align-items: center;
+  display: flex;
+  flex-wrap: wrap;
+  gap: 10px;
+}
+
+.task-error {
+  color: #c2410c;
+  font-size: 13px;
+  margin: 0;
+}
+
 @media (max-width: 860px) {
   .panel-header {
     align-items: stretch;
diff --git a/RuoYi-Vue/ruoyi-admin/src/main/java/com/ruoyi/web/controller/front/FrontProjectController.java b/RuoYi-Vue/ruoyi-admin/src/main/java/com/ruoyi/web/controller/front/FrontProjectController.java
index 22b301b..66549f1 100644
--- a/RuoYi-Vue/ruoyi-admin/src/main/java/com/ruoyi/web/controller/front/FrontProjectController.java
+++ b/RuoYi-Vue/ruoyi-admin/src/main/java/com/ruoyi/web/controller/front/FrontProjectController.java
@@ -19,6 +19,7 @@ import com.ruoyi.common.utils.SecurityUtils;
 import com.ruoyi.common.utils.StringUtils;
 import com.ruoyi.generator.domain.front.FrontProject;
 import com.ruoyi.generator.domain.front.dto.DatabaseDesignResponse;
+import com.ruoyi.generator.domain.front.dto.AiGenerationTaskCreateRequest;
 import com.ruoyi.generator.domain.front.dto.FrontProjectCreateRequest;
 import com.ruoyi.generator.domain.front.dto.FrontProjectUpdateRequest;
 import com.ruoyi.generator.domain.front.dto.GenerateAppBlueprintRequest;
@@ -26,6 +27,7 @@ import com.ruoyi.generator.domain.front.dto.GenerateBusinessBlueprintRequest;
 import com.ruoyi.generator.domain.front.dto.GenerateDatabaseRequest;
 import com.ruoyi.generator.domain.front.dto.PreviewFileRequest;
 import com.ruoyi.generator.service.front.IAiGenerateService;
+import com.ruoyi.generator.service.front.IAiGenerationTaskService;
 import com.ruoyi.generator.service.front.IFrontProjectPreviewService;
 import com.ruoyi.generator.service.front.IFrontProjectService;
 
@@ -38,6 +40,8 @@ public class FrontProjectController extends BaseController
     @Autowired
     private IAiGenerateService aiGenerateService;
     @Autowired
+    private IAiGenerationTaskService aiGenerationTaskService;
+    @Autowired
     private IFrontProjectPreviewService frontProjectPreviewService;
 
     @PostMapping("/create")
@@ -116,6 +120,48 @@ public class FrontProjectController extends BaseController
         return success(aiGenerateService.generateBusinessBlueprint(userId, projectId, request));
     }
 
+    @PostMapping("/{projectId}/ai-tasks")
+    public AjaxResult createAiTask(@PathVariable Long projectId, @RequestBody AiGenerationTaskCreateRequest request)
+    {
+        Long userId = SecurityUtils.getUserId();
+        return success(aiGenerationTaskService.createTask(userId, projectId, request));
+    }
+
+    @GetMapping("/{projectId}/ai-tasks/{taskId}")
+    public AjaxResult getAiTask(@PathVariable Long projectId, @PathVariable Long taskId)
+    {
+        Long userId = SecurityUtils.getUserId();
+        return success(aiGenerationTaskService.getTask(userId, projectId, taskId));
+    }
+
+    @PostMapping("/{projectId}/ai-tasks/{taskId}/retry")
+    public AjaxResult retryAiTask(@PathVariable Long projectId, @PathVariable Long taskId)
+    {
+        Long userId = SecurityUtils.getUserId();
+        return success(aiGenerationTaskService.retryTask(userId, projectId, taskId));
+    }
+
+    @PostMapping("/{projectId}/ai-tasks/{taskId}/cancel")
+    public AjaxResult cancelAiTask(@PathVariable Long projectId, @PathVariable Long taskId)
+    {
+        Long userId = SecurityUtils.getUserId();
+        return success(aiGenerationTaskService.cancelTask(userId, projectId, taskId));
+    }
+
+    @GetMapping("/{projectId}/generations")
+    public AjaxResult generations(@PathVariable Long projectId)
+    {
+        Long userId = SecurityUtils.getUserId();
+        return success(aiGenerationTaskService.listGenerations(userId, projectId));
+    }
+
+    @GetMapping("/ai-quota")
+    public AjaxResult aiQuota()
+    {
+        Long userId = SecurityUtils.getUserId();
+        return success(aiGenerationTaskService.getQuota(userId));
+    }
+
     @PostMapping("/{projectId}/preview")
     public AjaxResult preview(@PathVariable Long projectId)
     {
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiGenerationTask.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiGenerationTask.java
new file mode 100644
index 0000000..4f2e374
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiGenerationTask.java
@@ -0,0 +1,89 @@
+package com.ruoyi.generator.domain.front;
+
+import java.util.Date;
+import com.ruoyi.common.core.domain.BaseEntity;
+
+public class AiGenerationTask extends BaseEntity
+{
+    private static final long serialVersionUID = 1L;
+
+    private Long taskId;
+    private Long generationId;
+    private Long projectId;
+    private Long userId;
+    private String generateType;
+    private String provider;
+    private String model;
+    private String status;
+    private String requestHash;
+    private String requestPayload;
+    private String resultPayload;
+    private String errorCode;
+    private String errorMessage;
+    private Integer attempts;
+    private Integer maxAttempts;
+    private Date nextRetryTime;
+    private String lockedBy;
+    private Date lockedUntil;
+    private Integer progress;
+    private String currentStep;
+    private Integer inputTokens;
+    private Integer outputTokens;
+    private Integer totalTokens;
+    private Integer costCents;
+    private Date startedAt;
+    private Date finishedAt;
+
+    public Long getTaskId() { return taskId; }
+    public void setTaskId(Long taskId) { this.taskId = taskId; }
+    public Long getGenerationId() { return generationId; }
+    public void setGenerationId(Long generationId) { this.generationId = generationId; }
+    public Long getProjectId() { return projectId; }
+    public void setProjectId(Long projectId) { this.projectId = projectId; }
+    public Long getUserId() { return userId; }
+    public void setUserId(Long userId) { this.userId = userId; }
+    public String getGenerateType() { return generateType; }
+    public void setGenerateType(String generateType) { this.generateType = generateType; }
+    public String getProvider() { return provider; }
+    public void setProvider(String provider) { this.provider = provider; }
+    public String getModel() { return model; }
+    public void setModel(String model) { this.model = model; }
+    public String getStatus() { return status; }
+    public void setStatus(String status) { this.status = status; }
+    public String getRequestHash() { return requestHash; }
+    public void setRequestHash(String requestHash) { this.requestHash = requestHash; }
+    public String getRequestPayload() { return requestPayload; }
+    public void setRequestPayload(String requestPayload) { this.requestPayload = requestPayload; }
+    public String getResultPayload() { return resultPayload; }
+    public void setResultPayload(String resultPayload) { this.resultPayload = resultPayload; }
+    public String getErrorCode() { return errorCode; }
+    public void setErrorCode(String errorCode) { this.errorCode = errorCode; }
+    public String getErrorMessage() { return errorMessage; }
+    public void setErrorMessage(String errorMessage) { this.errorMessage = errorMessage; }
+    public Integer getAttempts() { return attempts; }
+    public void setAttempts(Integer attempts) { this.attempts = attempts; }
+    public Integer getMaxAttempts() { return maxAttempts; }
+    public void setMaxAttempts(Integer maxAttempts) { this.maxAttempts = maxAttempts; }
+    public Date getNextRetryTime() { return nextRetryTime; }
+    public void setNextRetryTime(Date nextRetryTime) { this.nextRetryTime = nextRetryTime; }
+    public String getLockedBy() { return lockedBy; }
+    public void setLockedBy(String lockedBy) { this.lockedBy = lockedBy; }
+    public Date getLockedUntil() { return lockedUntil; }
+    public void setLockedUntil(Date lockedUntil) { this.lockedUntil = lockedUntil; }
+    public Integer getProgress() { return progress; }
+    public void setProgress(Integer progress) { this.progress = progress; }
+    public String getCurrentStep() { return currentStep; }
+    public void setCurrentStep(String currentStep) { this.currentStep = currentStep; }
+    public Integer getInputTokens() { return inputTokens; }
+    public void setInputTokens(Integer inputTokens) { this.inputTokens = inputTokens; }
+    public Integer getOutputTokens() { return outputTokens; }
+    public void setOutputTokens(Integer outputTokens) { this.outputTokens = outputTokens; }
+    public Integer getTotalTokens() { return totalTokens; }
+    public void setTotalTokens(Integer totalTokens) { this.totalTokens = totalTokens; }
+    public Integer getCostCents() { return costCents; }
+    public void setCostCents(Integer costCents) { this.costCents = costCents; }
+    public Date getStartedAt() { return startedAt; }
+    public void setStartedAt(Date startedAt) { this.startedAt = startedAt; }
+    public Date getFinishedAt() { return finishedAt; }
+    public void setFinishedAt(Date finishedAt) { this.finishedAt = finishedAt; }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiQuotaBucket.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiQuotaBucket.java
new file mode 100644
index 0000000..6139dac
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiQuotaBucket.java
@@ -0,0 +1,46 @@
+package com.ruoyi.generator.domain.front;
+
+import com.ruoyi.common.core.domain.BaseEntity;
+
+public class AiQuotaBucket extends BaseEntity
+{
+    private static final long serialVersionUID = 1L;
+
+    private Long bucketId;
+    private Long userId;
+    private String periodType;
+    private String periodKey;
+    private Integer taskLimit;
+    private Integer taskUsed;
+    private Integer tokenLimit;
+    private Integer tokenUsed;
+    private Integer costLimitCents;
+    private Integer costUsedCents;
+    private Integer runningLimit;
+    private Integer runningCount;
+
+    public Long getBucketId() { return bucketId; }
+    public void setBucketId(Long bucketId) { this.bucketId = bucketId; }
+    public Long getUserId() { return userId; }
+    public void setUserId(Long userId) { this.userId = userId; }
+    public String getPeriodType() { return periodType; }
+    public void setPeriodType(String periodType) { this.periodType = periodType; }
+    public String getPeriodKey() { return periodKey; }
+    public void setPeriodKey(String periodKey) { this.periodKey = periodKey; }
+    public Integer getTaskLimit() { return taskLimit; }
+    public void setTaskLimit(Integer taskLimit) { this.taskLimit = taskLimit; }
+    public Integer getTaskUsed() { return taskUsed; }
+    public void setTaskUsed(Integer taskUsed) { this.taskUsed = taskUsed; }
+    public Integer getTokenLimit() { return tokenLimit; }
+    public void setTokenLimit(Integer tokenLimit) { this.tokenLimit = tokenLimit; }
+    public Integer getTokenUsed() { return tokenUsed; }
+    public void setTokenUsed(Integer tokenUsed) { this.tokenUsed = tokenUsed; }
+    public Integer getCostLimitCents() { return costLimitCents; }
+    public void setCostLimitCents(Integer costLimitCents) { this.costLimitCents = costLimitCents; }
+    public Integer getCostUsedCents() { return costUsedCents; }
+    public void setCostUsedCents(Integer costUsedCents) { this.costUsedCents = costUsedCents; }
+    public Integer getRunningLimit() { return runningLimit; }
+    public void setRunningLimit(Integer runningLimit) { this.runningLimit = runningLimit; }
+    public Integer getRunningCount() { return runningCount; }
+    public void setRunningCount(Integer runningCount) { this.runningCount = runningCount; }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiUsageLedger.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiUsageLedger.java
new file mode 100644
index 0000000..ea1e0ef
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/AiUsageLedger.java
@@ -0,0 +1,52 @@
+package com.ruoyi.generator.domain.front;
+
+import com.ruoyi.common.core.domain.BaseEntity;
+
+public class AiUsageLedger extends BaseEntity
+{
+    private static final long serialVersionUID = 1L;
+
+    private Long ledgerId;
+    private Long taskId;
+    private Long generationId;
+    private Long projectId;
+    private Long userId;
+    private String generateType;
+    private String provider;
+    private String model;
+    private Integer inputTokens;
+    private Integer outputTokens;
+    private Integer totalTokens;
+    private Integer costCents;
+    private String success;
+    private String errorMessage;
+
+    public Long getLedgerId() { return ledgerId; }
+    public void setLedgerId(Long ledgerId) { this.ledgerId = ledgerId; }
+    public Long getTaskId() { return taskId; }
+    public void setTaskId(Long taskId) { this.taskId = taskId; }
+    public Long getGenerationId() { return generationId; }
+    public void setGenerationId(Long generationId) { this.generationId = generationId; }
+    public Long getProjectId() { return projectId; }
+    public void setProjectId(Long projectId) { this.projectId = projectId; }
+    public Long getUserId() { return userId; }
+    public void setUserId(Long userId) { this.userId = userId; }
+    public String getGenerateType() { return generateType; }
+    public void setGenerateType(String generateType) { this.generateType = generateType; }
+    public String getProvider() { return provider; }
+    public void setProvider(String provider) { this.provider = provider; }
+    public String getModel() { return model; }
+    public void setModel(String model) { this.model = model; }
+    public Integer getInputTokens() { return inputTokens; }
+    public void setInputTokens(Integer inputTokens) { this.inputTokens = inputTokens; }
+    public Integer getOutputTokens() { return outputTokens; }
+    public void setOutputTokens(Integer outputTokens) { this.outputTokens = outputTokens; }
+    public Integer getTotalTokens() { return totalTokens; }
+    public void setTotalTokens(Integer totalTokens) { this.totalTokens = totalTokens; }
+    public Integer getCostCents() { return costCents; }
+    public void setCostCents(Integer costCents) { this.costCents = costCents; }
+    public String getSuccess() { return success; }
+    public void setSuccess(String success) { this.success = success; }
+    public String getErrorMessage() { return errorMessage; }
+    public void setErrorMessage(String errorMessage) { this.errorMessage = errorMessage; }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/dto/AiGenerationTaskCreateRequest.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/dto/AiGenerationTaskCreateRequest.java
new file mode 100644
index 0000000..613fa7b
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/dto/AiGenerationTaskCreateRequest.java
@@ -0,0 +1,24 @@
+package com.ruoyi.generator.domain.front.dto;
+
+public class AiGenerationTaskCreateRequest
+{
+    private String generateType;
+    private String projectName;
+    private String projectDesc;
+    private String industryTemplate;
+    private String extraRequirements;
+    private String appBlueprint;
+
+    public String getGenerateType() { return generateType; }
+    public void setGenerateType(String generateType) { this.generateType = generateType; }
+    public String getProjectName() { return projectName; }
+    public void setProjectName(String projectName) { this.projectName = projectName; }
+    public String getProjectDesc() { return projectDesc; }
+    public void setProjectDesc(String projectDesc) { this.projectDesc = projectDesc; }
+    public String getIndustryTemplate() { return industryTemplate; }
+    public void setIndustryTemplate(String industryTemplate) { this.industryTemplate = industryTemplate; }
+    public String getExtraRequirements() { return extraRequirements; }
+    public void setExtraRequirements(String extraRequirements) { this.extraRequirements = extraRequirements; }
+    public String getAppBlueprint() { return appBlueprint; }
+    public void setAppBlueprint(String appBlueprint) { this.appBlueprint = appBlueprint; }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/dto/AiGenerationTaskStatusResponse.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/dto/AiGenerationTaskStatusResponse.java
new file mode 100644
index 0000000..d172575
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/dto/AiGenerationTaskStatusResponse.java
@@ -0,0 +1,50 @@
+package com.ruoyi.generator.domain.front.dto;
+
+import java.util.Date;
+
+public class AiGenerationTaskStatusResponse
+{
+    private Long taskId;
+    private Long projectId;
+    private Long generationId;
+    private String generateType;
+    private String status;
+    private Integer progress;
+    private String currentStep;
+    private String resultPayload;
+    private String errorMessage;
+    private Integer attempts;
+    private Integer maxAttempts;
+    private Date nextRetryTime;
+    private Date createTime;
+    private Date updateTime;
+
+    public Long getTaskId() { return taskId; }
+    public void setTaskId(Long taskId) { this.taskId = taskId; }
+    public Long getProjectId() { return projectId; }
+    public void setProjectId(Long projectId) { this.projectId = projectId; }
+    public Long getGenerationId() { return generationId; }
+    public void setGenerationId(Long generationId) { this.generationId = generationId; }
+    public String getGenerateType() { return generateType; }
+    public void setGenerateType(String generateType) { this.generateType = generateType; }
+    public String getStatus() { return status; }
+    public void setStatus(String status) { this.status = status; }
+    public Integer getProgress() { return progress; }
+    public void setProgress(Integer progress) { this.progress = progress; }
+    public String getCurrentStep() { return currentStep; }
+    public void setCurrentStep(String currentStep) { this.currentStep = currentStep; }
+    public String getResultPayload() { return resultPayload; }
+    public void setResultPayload(String resultPayload) { this.resultPayload = resultPayload; }
+    public String getErrorMessage() { return errorMessage; }
+    public void setErrorMessage(String errorMessage) { this.errorMessage = errorMessage; }
+    public Integer getAttempts() { return attempts; }
+    public void setAttempts(Integer attempts) { this.attempts = attempts; }
+    public Integer getMaxAttempts() { return maxAttempts; }
+    public void setMaxAttempts(Integer maxAttempts) { this.maxAttempts = maxAttempts; }
+    public Date getNextRetryTime() { return nextRetryTime; }
+    public void setNextRetryTime(Date nextRetryTime) { this.nextRetryTime = nextRetryTime; }
+    public Date getCreateTime() { return createTime; }
+    public void setCreateTime(Date createTime) { this.createTime = createTime; }
+    public Date getUpdateTime() { return updateTime; }
+    public void setUpdateTime(Date updateTime) { this.updateTime = updateTime; }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/dto/AiQuotaResponse.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/dto/AiQuotaResponse.java
new file mode 100644
index 0000000..e9fccb3
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/domain/front/dto/AiQuotaResponse.java
@@ -0,0 +1,24 @@
+package com.ruoyi.generator.domain.front.dto;
+
+public class AiQuotaResponse
+{
+    private Integer dailyTaskLimit;
+    private Integer dailyTaskUsed;
+    private Integer monthlyCostLimitCents;
+    private Integer monthlyCostUsedCents;
+    private Integer runningLimit;
+    private Integer runningCount;
+
+    public Integer getDailyTaskLimit() { return dailyTaskLimit; }
+    public void setDailyTaskLimit(Integer dailyTaskLimit) { this.dailyTaskLimit = dailyTaskLimit; }
+    public Integer getDailyTaskUsed() { return dailyTaskUsed; }
+    public void setDailyTaskUsed(Integer dailyTaskUsed) { this.dailyTaskUsed = dailyTaskUsed; }
+    public Integer getMonthlyCostLimitCents() { return monthlyCostLimitCents; }
+    public void setMonthlyCostLimitCents(Integer monthlyCostLimitCents) { this.monthlyCostLimitCents = monthlyCostLimitCents; }
+    public Integer getMonthlyCostUsedCents() { return monthlyCostUsedCents; }
+    public void setMonthlyCostUsedCents(Integer monthlyCostUsedCents) { this.monthlyCostUsedCents = monthlyCostUsedCents; }
+    public Integer getRunningLimit() { return runningLimit; }
+    public void setRunningLimit(Integer runningLimit) { this.runningLimit = runningLimit; }
+    public Integer getRunningCount() { return runningCount; }
+    public void setRunningCount(Integer runningCount) { this.runningCount = runningCount; }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/mapper/front/AiGenerationTaskMapper.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/mapper/front/AiGenerationTaskMapper.java
new file mode 100644
index 0000000..2a0761b
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/mapper/front/AiGenerationTaskMapper.java
@@ -0,0 +1,17 @@
+package com.ruoyi.generator.mapper.front;
+
+import java.util.List;
+import org.apache.ibatis.annotations.Param;
+import com.ruoyi.generator.domain.front.AiGenerationTask;
+
+public interface AiGenerationTaskMapper
+{
+    public AiGenerationTask selectAiGenerationTaskById(Long taskId);
+    public AiGenerationTask selectTaskForUser(@Param("userId") Long userId, @Param("projectId") Long projectId, @Param("taskId") Long taskId);
+    public AiGenerationTask selectActiveTaskByRequestHash(@Param("userId") Long userId, @Param("projectId") Long projectId, @Param("requestHash") String requestHash);
+    public List<AiGenerationTask> selectTasksByProjectId(@Param("userId") Long userId, @Param("projectId") Long projectId);
+    public List<AiGenerationTask> selectClaimableTasks(@Param("limit") Integer limit);
+    public int insertAiGenerationTask(AiGenerationTask aiGenerationTask);
+    public int updateAiGenerationTask(AiGenerationTask aiGenerationTask);
+    public int claimTask(@Param("taskId") Long taskId, @Param("lockedBy") String lockedBy);
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/mapper/front/AiQuotaBucketMapper.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/mapper/front/AiQuotaBucketMapper.java
new file mode 100644
index 0000000..40fad4a
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/mapper/front/AiQuotaBucketMapper.java
@@ -0,0 +1,11 @@
+package com.ruoyi.generator.mapper.front;
+
+import org.apache.ibatis.annotations.Param;
+import com.ruoyi.generator.domain.front.AiQuotaBucket;
+
+public interface AiQuotaBucketMapper
+{
+    public AiQuotaBucket selectQuotaBucket(@Param("userId") Long userId, @Param("periodType") String periodType, @Param("periodKey") String periodKey);
+    public int insertQuotaBucket(AiQuotaBucket aiQuotaBucket);
+    public int updateQuotaBucket(AiQuotaBucket aiQuotaBucket);
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/mapper/front/AiUsageLedgerMapper.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/mapper/front/AiUsageLedgerMapper.java
new file mode 100644
index 0000000..629d030
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/mapper/front/AiUsageLedgerMapper.java
@@ -0,0 +1,8 @@
+package com.ruoyi.generator.mapper.front;
+
+import com.ruoyi.generator.domain.front.AiUsageLedger;
+
+public interface AiUsageLedgerMapper
+{
+    public int insertAiUsageLedger(AiUsageLedger aiUsageLedger);
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiCostCalculator.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiCostCalculator.java
new file mode 100644
index 0000000..0578677
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiCostCalculator.java
@@ -0,0 +1,27 @@
+package com.ruoyi.generator.service.front;
+
+import org.springframework.stereotype.Component;
+
+@Component
+public class AiCostCalculator
+{
+    private static final double DEEPSEEK_CHAT_INPUT_CENTS_PER_1K = 0.1D;
+    private static final double DEEPSEEK_CHAT_OUTPUT_CENTS_PER_1K = 0.6D;
+
+    public int estimateCostCents(String provider, String model, Integer inputTokens, Integer outputTokens)
+    {
+        if (inputTokens == null && outputTokens == null)
+        {
+            return 0;
+        }
+        int input = inputTokens == null ? 0 : Math.max(inputTokens, 0);
+        int output = outputTokens == null ? 0 : Math.max(outputTokens, 0);
+        if (input == 0 && output == 0)
+        {
+            return 0;
+        }
+        double cents = input / 1000D * DEEPSEEK_CHAT_INPUT_CENTS_PER_1K
+                + output / 1000D * DEEPSEEK_CHAT_OUTPUT_CENTS_PER_1K;
+        return Math.max(1, (int) Math.ceil(cents));
+    }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiGenerationTaskServiceImpl.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiGenerationTaskServiceImpl.java
new file mode 100644
index 0000000..3993878
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiGenerationTaskServiceImpl.java
@@ -0,0 +1,222 @@
+package com.ruoyi.generator.service.front;
+
+import java.nio.charset.StandardCharsets;
+import java.security.MessageDigest;
+import java.security.NoSuchAlgorithmException;
+import java.util.Date;
+import java.util.List;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.scheduling.concurrent.ThreadPoolTaskExecutor;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+import com.alibaba.fastjson2.JSON;
+import com.ruoyi.common.exception.ServiceException;
+import com.ruoyi.common.utils.StringUtils;
+import com.ruoyi.generator.domain.front.AiGenerationTask;
+import com.ruoyi.generator.domain.front.FrontProject;
+import com.ruoyi.generator.domain.front.FrontProjectGeneration;
+import com.ruoyi.generator.domain.front.dto.AiGenerationTaskCreateRequest;
+import com.ruoyi.generator.domain.front.dto.AiGenerationTaskStatusResponse;
+import com.ruoyi.generator.domain.front.dto.AiQuotaResponse;
+import com.ruoyi.generator.mapper.front.AiGenerationTaskMapper;
+import com.ruoyi.generator.mapper.front.FrontProjectGenerationMapper;
+import com.ruoyi.generator.mapper.front.FrontProjectMapper;
+
+@Service
+public class AiGenerationTaskServiceImpl implements IAiGenerationTaskService
+{
+    private static final int MAX_ATTEMPTS = 3;
+
+    @Autowired
+    private FrontProjectMapper frontProjectMapper;
+    @Autowired
+    private AiGenerationTaskMapper aiGenerationTaskMapper;
+    @Autowired(required = false)
+    private FrontProjectGenerationMapper frontProjectGenerationMapper;
+    @Autowired
+    private AiQuotaService aiQuotaService;
+    @Autowired(required = false)
+    private AiGenerationTaskWorker aiGenerationTaskWorker;
+    @Autowired(required = false)
+    private ThreadPoolTaskExecutor threadPoolTaskExecutor;
+
+    @Override
+    @Transactional
+    public AiGenerationTaskStatusResponse createTask(Long userId, Long projectId, AiGenerationTaskCreateRequest request)
+    {
+        assertOwnedProject(userId, projectId);
+        validateRequest(request);
+        String requestPayload = JSON.toJSONString(request);
+        String requestHash = sha256(request.getGenerateType() + ":" + requestPayload);
+        AiGenerationTask existing = aiGenerationTaskMapper.selectActiveTaskByRequestHash(userId, projectId, requestHash);
+        if (existing != null)
+        {
+            return toResponse(existing);
+        }
+        aiQuotaService.reserve(userId);
+        AiGenerationTask task = new AiGenerationTask();
+        task.setProjectId(projectId);
+        task.setUserId(userId);
+        task.setGenerateType(request.getGenerateType());
+        task.setProvider("deepseek");
+        task.setModel("deepseek-chat");
+        task.setStatus("QUEUED");
+        task.setRequestHash(requestHash);
+        task.setRequestPayload(requestPayload);
+        task.setAttempts(0);
+        task.setMaxAttempts(MAX_ATTEMPTS);
+        task.setProgress(0);
+        task.setCurrentStep("等待生成");
+        task.setNextRetryTime(new Date());
+        aiGenerationTaskMapper.insertAiGenerationTask(task);
+        dispatch(task.getTaskId());
+        return toResponse(task);
+    }
+
+    @Override
+    public AiGenerationTaskStatusResponse getTask(Long userId, Long projectId, Long taskId)
+    {
+        AiGenerationTask task = selectOwnedTask(userId, projectId, taskId);
+        return toResponse(task);
+    }
+
+    @Override
+    @Transactional
+    public AiGenerationTaskStatusResponse retryTask(Long userId, Long projectId, Long taskId)
+    {
+        AiGenerationTask task = selectOwnedTask(userId, projectId, taskId);
+        if (!"FAILED".equals(task.getStatus()) && !"RETRY_WAITING".equals(task.getStatus()))
+        {
+            throw new ServiceException("当前任务状态不允许重试");
+        }
+        aiQuotaService.reserve(userId);
+        task.setStatus("QUEUED");
+        task.setProgress(0);
+        task.setCurrentStep("等待重试");
+        task.setErrorCode("");
+        task.setErrorMessage("");
+        task.setNextRetryTime(new Date());
+        aiGenerationTaskMapper.updateAiGenerationTask(task);
+        dispatch(taskId);
+        return toResponse(task);
+    }
+
+    @Override
+    @Transactional
+    public AiGenerationTaskStatusResponse cancelTask(Long userId, Long projectId, Long taskId)
+    {
+        AiGenerationTask task = selectOwnedTask(userId, projectId, taskId);
+        if (!"QUEUED".equals(task.getStatus()) && !"RETRY_WAITING".equals(task.getStatus()))
+        {
+            throw new ServiceException("当前任务状态不允许取消");
+        }
+        task.setStatus("CANCELED");
+        task.setProgress(0);
+        task.setCurrentStep("已取消");
+        task.setFinishedAt(new Date());
+        aiGenerationTaskMapper.updateAiGenerationTask(task);
+        aiQuotaService.releaseRunning(userId);
+        return toResponse(task);
+    }
+
+    @Override
+    public List<FrontProjectGeneration> listGenerations(Long userId, Long projectId)
+    {
+        assertOwnedProject(userId, projectId);
+        return frontProjectGenerationMapper.selectGenerationsByProjectId(projectId);
+    }
+
+    @Override
+    public AiQuotaResponse getQuota(Long userId)
+    {
+        return aiQuotaService.getQuota(userId);
+    }
+
+    private FrontProject assertOwnedProject(Long userId, Long projectId)
+    {
+        FrontProject project = frontProjectMapper.selectFrontProjectByUserAndId(userId, projectId);
+        if (project == null)
+        {
+            throw new ServiceException("项目不存在或无权限");
+        }
+        return project;
+    }
+
+    private AiGenerationTask selectOwnedTask(Long userId, Long projectId, Long taskId)
+    {
+        AiGenerationTask task = aiGenerationTaskMapper.selectTaskForUser(userId, projectId, taskId);
+        if (task == null)
+        {
+            throw new ServiceException("任务不存在或无权限");
+        }
+        return task;
+    }
+
+    private void validateRequest(AiGenerationTaskCreateRequest request)
+    {
+        if (request == null || StringUtils.isEmpty(request.getGenerateType()))
+        {
+            throw new ServiceException("生成类型不能为空");
+        }
+        if (!"app_blueprint".equals(request.getGenerateType()) && !"database".equals(request.getGenerateType())
+                && !"business_blueprint".equals(request.getGenerateType()))
+        {
+            throw new ServiceException("不支持的生成类型");
+        }
+    }
+
+    private AiGenerationTaskStatusResponse toResponse(AiGenerationTask task)
+    {
+        AiGenerationTaskStatusResponse response = new AiGenerationTaskStatusResponse();
+        response.setTaskId(task.getTaskId());
+        response.setProjectId(task.getProjectId());
+        response.setGenerationId(task.getGenerationId());
+        response.setGenerateType(task.getGenerateType());
+        response.setStatus(task.getStatus());
+        response.setProgress(task.getProgress());
+        response.setCurrentStep(task.getCurrentStep());
+        response.setResultPayload(task.getResultPayload());
+        response.setErrorMessage(task.getErrorMessage());
+        response.setAttempts(task.getAttempts());
+        response.setMaxAttempts(task.getMaxAttempts());
+        response.setNextRetryTime(task.getNextRetryTime());
+        response.setCreateTime(task.getCreateTime());
+        response.setUpdateTime(task.getUpdateTime());
+        return response;
+    }
+
+    private String sha256(String value)
+    {
+        try
+        {
+            MessageDigest digest = MessageDigest.getInstance("SHA-256");
+            byte[] hash = digest.digest(value.getBytes(StandardCharsets.UTF_8));
+            StringBuilder builder = new StringBuilder();
+            for (byte b : hash)
+            {
+                builder.append(String.format("%02x", b));
+            }
+            return builder.toString();
+        }
+        catch (NoSuchAlgorithmException e)
+        {
+            throw new ServiceException("生成请求指纹失败").setDetailMessage(e.getMessage());
+        }
+    }
+
+    private void dispatch(final Long taskId)
+    {
+        if (taskId == null || aiGenerationTaskWorker == null || threadPoolTaskExecutor == null)
+        {
+            return;
+        }
+        threadPoolTaskExecutor.execute(new Runnable()
+        {
+            @Override
+            public void run()
+            {
+                aiGenerationTaskWorker.processTask(taskId);
+            }
+        });
+    }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiGenerationTaskWorker.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiGenerationTaskWorker.java
new file mode 100644
index 0000000..bdfcb43
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiGenerationTaskWorker.java
@@ -0,0 +1,243 @@
+package com.ruoyi.generator.service.front;
+
+import java.util.Date;
+import java.util.List;
+import java.util.UUID;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.TimeUnit;
+import javax.annotation.PostConstruct;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Service;
+import com.alibaba.fastjson2.JSON;
+import com.ruoyi.common.utils.StringUtils;
+import com.ruoyi.generator.domain.front.AiGenerationTask;
+import com.ruoyi.generator.domain.front.AiUsageLedger;
+import com.ruoyi.generator.domain.front.dto.AiGenerationTaskCreateRequest;
+import com.ruoyi.generator.domain.front.dto.GenerateAppBlueprintRequest;
+import com.ruoyi.generator.domain.front.dto.GenerateBusinessBlueprintRequest;
+import com.ruoyi.generator.domain.front.dto.GenerateDatabaseRequest;
+import com.ruoyi.generator.mapper.front.AiGenerationTaskMapper;
+import com.ruoyi.generator.mapper.front.AiUsageLedgerMapper;
+
+@Service
+public class AiGenerationTaskWorker
+{
+    @Autowired
+    private AiGenerationTaskMapper aiGenerationTaskMapper;
+    @Autowired(required = false)
+    private AiUsageLedgerMapper aiUsageLedgerMapper;
+    @Autowired
+    private IAiGenerateService aiGenerateService;
+    @Autowired
+    private AiQuotaService aiQuotaService;
+    @Autowired
+    private AiTaskRetryPolicy retryPolicy;
+    @Autowired
+    private AiCostCalculator costCalculator;
+    @Autowired(required = false)
+    private ScheduledExecutorService scheduledExecutorService;
+
+    @PostConstruct
+    public void startPolling()
+    {
+        if (scheduledExecutorService == null)
+        {
+            return;
+        }
+        scheduledExecutorService.scheduleWithFixedDelay(new Runnable()
+        {
+            @Override
+            public void run()
+            {
+                processDueTasks(5);
+            }
+        }, 10, 10, TimeUnit.SECONDS);
+    }
+
+    public void processTask(Long taskId)
+    {
+        AiGenerationTask task = aiGenerationTaskMapper.selectAiGenerationTaskById(taskId);
+        if (task == null)
+        {
+            return;
+        }
+        if (aiGenerationTaskMapper.claimTask(taskId, workerId()) == 0)
+        {
+            return;
+        }
+        int attempts = safe(task.getAttempts()) + 1;
+        task.setAttempts(attempts);
+        task.setStatus("RUNNING");
+        task.setProgress(10);
+        task.setCurrentStep("正在调用 AI");
+        task.setStartedAt(new Date());
+        aiGenerationTaskMapper.updateAiGenerationTask(task);
+
+        try
+        {
+            Object result = execute(task);
+            task.setStatus("SUCCEEDED");
+            task.setProgress(100);
+            task.setCurrentStep("生成完成");
+            task.setResultPayload(JSON.toJSONString(result));
+            task.setErrorCode("");
+            task.setErrorMessage("");
+            task.setFinishedAt(new Date());
+            task.setInputTokens(estimateTokens(task.getRequestPayload()));
+            task.setOutputTokens(estimateTokens(task.getResultPayload()));
+            task.setTotalTokens(safe(task.getInputTokens()) + safe(task.getOutputTokens()));
+            int totalTokens = safe(task.getTotalTokens());
+            int costCents = costCalculator.estimateCostCents(task.getProvider(), task.getModel(), task.getInputTokens(), task.getOutputTokens());
+            task.setCostCents(costCents);
+            aiGenerationTaskMapper.updateAiGenerationTask(task);
+            insertLedger(task, "1");
+            aiQuotaService.settleCost(task.getUserId(), totalTokens, costCents);
+        }
+        catch (RuntimeException e)
+        {
+            String message = sanitize(e.getMessage());
+            task.setErrorMessage(message);
+            task.setProgress(0);
+            if (retryPolicy.canRetry(message, attempts, safeMax(task.getMaxAttempts())))
+            {
+                task.setStatus("RETRY_WAITING");
+                task.setCurrentStep("等待重试");
+                task.setNextRetryTime(retryPolicy.nextRetryTime(attempts, new Date()));
+            }
+            else
+            {
+                task.setStatus("FAILED");
+                task.setCurrentStep("生成失败");
+                task.setFinishedAt(new Date());
+            }
+            aiGenerationTaskMapper.updateAiGenerationTask(task);
+            insertLedger(task, "0");
+        }
+        finally
+        {
+            aiQuotaService.releaseRunning(task.getUserId());
+        }
+    }
+
+    public int processDueTasks(int limit)
+    {
+        List<AiGenerationTask> tasks = aiGenerationTaskMapper.selectClaimableTasks(limit);
+        if (tasks == null || tasks.isEmpty())
+        {
+            return 0;
+        }
+        int count = 0;
+        for (AiGenerationTask task : tasks)
+        {
+            processTask(task.getTaskId());
+            count++;
+        }
+        return count;
+    }
+
+    private Object execute(AiGenerationTask task)
+    {
+        AiGenerationTaskCreateRequest request = JSON.parseObject(task.getRequestPayload(), AiGenerationTaskCreateRequest.class);
+        if ("app_blueprint".equals(task.getGenerateType()))
+        {
+            return aiGenerateService.generateAppBlueprint(task.getUserId(), task.getProjectId(), toAppBlueprintRequest(request));
+        }
+        if ("database".equals(task.getGenerateType()))
+        {
+            return aiGenerateService.generateDatabase(task.getUserId(), task.getProjectId(), toDatabaseRequest(request));
+        }
+        if ("business_blueprint".equals(task.getGenerateType()))
+        {
+            return aiGenerateService.generateBusinessBlueprint(task.getUserId(), task.getProjectId(), toBusinessBlueprintRequest(request));
+        }
+        throw new IllegalArgumentException("不支持的生成类型");
+    }
+
+    private GenerateAppBlueprintRequest toAppBlueprintRequest(AiGenerationTaskCreateRequest source)
+    {
+        GenerateAppBlueprintRequest request = new GenerateAppBlueprintRequest();
+        request.setProjectName(source.getProjectName());
+        request.setProjectDesc(source.getProjectDesc());
+        request.setIndustryTemplate(source.getIndustryTemplate());
+        request.setExtraRequirements(source.getExtraRequirements());
+        return request;
+    }
+
+    private GenerateDatabaseRequest toDatabaseRequest(AiGenerationTaskCreateRequest source)
+    {
+        GenerateDatabaseRequest request = new GenerateDatabaseRequest();
+        request.setProjectName(source.getProjectName());
+        request.setProjectDesc(source.getProjectDesc());
+        request.setIndustryTemplate(source.getIndustryTemplate());
+        request.setExtraRequirements(source.getExtraRequirements());
+        request.setAppBlueprint(source.getAppBlueprint());
+        return request;
+    }
+
+    private GenerateBusinessBlueprintRequest toBusinessBlueprintRequest(AiGenerationTaskCreateRequest source)
+    {
+        GenerateBusinessBlueprintRequest request = new GenerateBusinessBlueprintRequest();
+        request.setProjectName(source.getProjectName());
+        request.setProjectDesc(source.getProjectDesc());
+        request.setIndustryTemplate(source.getIndustryTemplate());
+        request.setExtraRequirements(source.getExtraRequirements());
+        return request;
+    }
+
+    private void insertLedger(AiGenerationTask task, String success)
+    {
+        if (aiUsageLedgerMapper == null)
+        {
+            return;
+        }
+        AiUsageLedger ledger = new AiUsageLedger();
+        ledger.setTaskId(task.getTaskId());
+        ledger.setGenerationId(task.getGenerationId());
+        ledger.setProjectId(task.getProjectId());
+        ledger.setUserId(task.getUserId());
+        ledger.setGenerateType(task.getGenerateType());
+        ledger.setProvider(task.getProvider());
+        ledger.setModel(task.getModel());
+        ledger.setInputTokens(task.getInputTokens());
+        ledger.setOutputTokens(task.getOutputTokens());
+        ledger.setTotalTokens(task.getTotalTokens());
+        ledger.setCostCents(task.getCostCents());
+        ledger.setSuccess(success);
+        ledger.setErrorMessage(task.getErrorMessage());
+        aiUsageLedgerMapper.insertAiUsageLedger(ledger);
+    }
+
+    private String workerId()
+    {
+        return "ai-task-worker-" + UUID.randomUUID().toString();
+    }
+
+    private int safe(Integer value)
+    {
+        return value == null ? 0 : value;
+    }
+
+    private int estimateTokens(String text)
+    {
+        if (StringUtils.isEmpty(text))
+        {
+            return 0;
+        }
+        return Math.max(1, (text.length() + 3) / 4);
+    }
+
+    private int safeMax(Integer value)
+    {
+        return value == null || value <= 0 ? 3 : value;
+    }
+
+    private String sanitize(String message)
+    {
+        if (StringUtils.isEmpty(message))
+        {
+            return "";
+        }
+        String sanitized = message.replaceAll("[\\p{Cntrl}]", " ");
+        return sanitized.length() > 1000 ? sanitized.substring(0, 1000) : sanitized;
+    }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiQuotaService.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiQuotaService.java
new file mode 100644
index 0000000..13598ad
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiQuotaService.java
@@ -0,0 +1,127 @@
+package com.ruoyi.generator.service.front;
+
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.stereotype.Service;
+import org.springframework.transaction.annotation.Transactional;
+import com.ruoyi.common.exception.ServiceException;
+import com.ruoyi.generator.domain.front.AiQuotaBucket;
+import com.ruoyi.generator.domain.front.dto.AiQuotaResponse;
+import com.ruoyi.generator.mapper.front.AiQuotaBucketMapper;
+
+@Service
+public class AiQuotaService
+{
+    private static final int DAILY_TASK_LIMIT = 20;
+    private static final int MONTHLY_COST_LIMIT_CENTS = 5000;
+    private static final int RUNNING_LIMIT = 1;
+
+    @Autowired(required = false)
+    private AiQuotaBucketMapper aiQuotaBucketMapper;
+
+    @Transactional
+    public void reserve(Long userId)
+    {
+        if (aiQuotaBucketMapper == null)
+        {
+            return;
+        }
+        AiQuotaBucket day = ensureBucket(userId, "DAY", new SimpleDateFormat("yyyyMMdd").format(new Date()));
+        AiQuotaBucket month = ensureBucket(userId, "MONTH", new SimpleDateFormat("yyyyMM").format(new Date()));
+        if (safe(day.getTaskUsed()) >= safe(day.getTaskLimit()))
+        {
+            throw new ServiceException("今日 AI 生成次数已用完");
+        }
+        if (safe(month.getCostUsedCents()) >= safe(month.getCostLimitCents()))
+        {
+            throw new ServiceException("本月 AI 生成成本配额已用完");
+        }
+        if (safe(day.getRunningCount()) >= safe(day.getRunningLimit()))
+        {
+            throw new ServiceException("已有 AI 生成任务正在执行，请稍后再试");
+        }
+        day.setTaskUsed(safe(day.getTaskUsed()) + 1);
+        day.setRunningCount(safe(day.getRunningCount()) + 1);
+        aiQuotaBucketMapper.updateQuotaBucket(day);
+    }
+
+    @Transactional
+    public void releaseRunning(Long userId)
+    {
+        if (aiQuotaBucketMapper == null)
+        {
+            return;
+        }
+        AiQuotaBucket day = ensureBucket(userId, "DAY", new SimpleDateFormat("yyyyMMdd").format(new Date()));
+        day.setRunningCount(Math.max(0, safe(day.getRunningCount()) - 1));
+        aiQuotaBucketMapper.updateQuotaBucket(day);
+    }
+
+    @Transactional
+    public void settleCost(Long userId, int totalTokens, int costCents)
+    {
+        if (aiQuotaBucketMapper == null)
+        {
+            return;
+        }
+        AiQuotaBucket month = ensureBucket(userId, "MONTH", new SimpleDateFormat("yyyyMM").format(new Date()));
+        month.setTokenUsed(safe(month.getTokenUsed()) + Math.max(totalTokens, 0));
+        month.setCostUsedCents(safe(month.getCostUsedCents()) + Math.max(costCents, 0));
+        aiQuotaBucketMapper.updateQuotaBucket(month);
+    }
+
+    public AiQuotaResponse getQuota(Long userId)
+    {
+        AiQuotaResponse response = new AiQuotaResponse();
+        response.setDailyTaskLimit(DAILY_TASK_LIMIT);
+        response.setDailyTaskUsed(0);
+        response.setMonthlyCostLimitCents(MONTHLY_COST_LIMIT_CENTS);
+        response.setMonthlyCostUsedCents(0);
+        response.setRunningLimit(RUNNING_LIMIT);
+        response.setRunningCount(0);
+        if (aiQuotaBucketMapper != null)
+        {
+            AiQuotaBucket day = aiQuotaBucketMapper.selectQuotaBucket(userId, "DAY", new SimpleDateFormat("yyyyMMdd").format(new Date()));
+            AiQuotaBucket month = aiQuotaBucketMapper.selectQuotaBucket(userId, "MONTH", new SimpleDateFormat("yyyyMM").format(new Date()));
+            if (day != null)
+            {
+                response.setDailyTaskUsed(safe(day.getTaskUsed()));
+                response.setRunningCount(safe(day.getRunningCount()));
+            }
+            if (month != null)
+            {
+                response.setMonthlyCostUsedCents(safe(month.getCostUsedCents()));
+            }
+        }
+        return response;
+    }
+
+    private AiQuotaBucket ensureBucket(Long userId, String periodType, String periodKey)
+    {
+        AiQuotaBucket bucket = aiQuotaBucketMapper.selectQuotaBucket(userId, periodType, periodKey);
+        if (bucket != null)
+        {
+            return bucket;
+        }
+        bucket = new AiQuotaBucket();
+        bucket.setUserId(userId);
+        bucket.setPeriodType(periodType);
+        bucket.setPeriodKey(periodKey);
+        bucket.setTaskLimit("DAY".equals(periodType) ? DAILY_TASK_LIMIT : 0);
+        bucket.setTaskUsed(0);
+        bucket.setTokenLimit(0);
+        bucket.setTokenUsed(0);
+        bucket.setCostLimitCents("MONTH".equals(periodType) ? MONTHLY_COST_LIMIT_CENTS : 0);
+        bucket.setCostUsedCents(0);
+        bucket.setRunningLimit("DAY".equals(periodType) ? RUNNING_LIMIT : 0);
+        bucket.setRunningCount(0);
+        aiQuotaBucketMapper.insertQuotaBucket(bucket);
+        return bucket;
+    }
+
+    private int safe(Integer value)
+    {
+        return value == null ? 0 : value;
+    }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiTaskRetryPolicy.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiTaskRetryPolicy.java
new file mode 100644
index 0000000..a978080
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/AiTaskRetryPolicy.java
@@ -0,0 +1,41 @@
+package com.ruoyi.generator.service.front;
+
+import java.util.Date;
+import java.util.Locale;
+import org.springframework.stereotype.Component;
+import com.ruoyi.common.utils.StringUtils;
+
+@Component
+public class AiTaskRetryPolicy
+{
+    private static final long[] RETRY_DELAYS_MS = new long[] { 30_000L, 120_000L, 300_000L };
+
+    public boolean canRetry(String errorMessage, int attempts, int maxAttempts)
+    {
+        if (attempts >= maxAttempts)
+        {
+            return false;
+        }
+        if (StringUtils.isEmpty(errorMessage))
+        {
+            return true;
+        }
+        String message = errorMessage.toLowerCase(Locale.ROOT);
+        if (message.contains("配额") || message.contains("quota") || message.contains("无权限")
+                || message.contains("permission") || message.contains("missing field")
+                || message.contains("validation"))
+        {
+            return false;
+        }
+        return message.contains("timeout") || message.contains("timed out") || message.contains("429")
+                || message.contains("too many requests") || message.contains("unavailable")
+                || message.contains("502") || message.contains("503") || message.contains("504")
+                || message.contains("5xx");
+    }
+
+    public Date nextRetryTime(int attempts, Date now)
+    {
+        long delay = RETRY_DELAYS_MS[Math.min(Math.max(attempts, 1), RETRY_DELAYS_MS.length) - 1];
+        return new Date(now.getTime() + delay);
+    }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/IAiGenerationTaskService.java b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/IAiGenerationTaskService.java
new file mode 100644
index 0000000..a37ff9a
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/java/com/ruoyi/generator/service/front/IAiGenerationTaskService.java
@@ -0,0 +1,17 @@
+package com.ruoyi.generator.service.front;
+
+import java.util.List;
+import com.ruoyi.generator.domain.front.FrontProjectGeneration;
+import com.ruoyi.generator.domain.front.dto.AiGenerationTaskCreateRequest;
+import com.ruoyi.generator.domain.front.dto.AiGenerationTaskStatusResponse;
+import com.ruoyi.generator.domain.front.dto.AiQuotaResponse;
+
+public interface IAiGenerationTaskService
+{
+    AiGenerationTaskStatusResponse createTask(Long userId, Long projectId, AiGenerationTaskCreateRequest request);
+    AiGenerationTaskStatusResponse getTask(Long userId, Long projectId, Long taskId);
+    AiGenerationTaskStatusResponse retryTask(Long userId, Long projectId, Long taskId);
+    AiGenerationTaskStatusResponse cancelTask(Long userId, Long projectId, Long taskId);
+    List<FrontProjectGeneration> listGenerations(Long userId, Long projectId);
+    AiQuotaResponse getQuota(Long userId);
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/resources/mapper/front/AiGenerationTaskMapper.xml b/RuoYi-Vue/ruoyi-generator/src/main/resources/mapper/front/AiGenerationTaskMapper.xml
new file mode 100644
index 0000000..531dc32
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/resources/mapper/front/AiGenerationTaskMapper.xml
@@ -0,0 +1,136 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<!DOCTYPE mapper
+PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
+"http://mybatis.org/dtd/mybatis-3-mapper.dtd">
+<mapper namespace="com.ruoyi.generator.mapper.front.AiGenerationTaskMapper">
+
+    <resultMap type="AiGenerationTask" id="AiGenerationTaskResult">
+        <id property="taskId" column="task_id" />
+        <result property="generationId" column="generation_id" />
+        <result property="projectId" column="project_id" />
+        <result property="userId" column="user_id" />
+        <result property="generateType" column="generate_type" />
+        <result property="provider" column="provider" />
+        <result property="model" column="model" />
+        <result property="status" column="status" />
+        <result property="requestHash" column="request_hash" />
+        <result property="requestPayload" column="request_payload" />
+        <result property="resultPayload" column="result_payload" />
+        <result property="errorCode" column="error_code" />
+        <result property="errorMessage" column="error_message" />
+        <result property="attempts" column="attempts" />
+        <result property="maxAttempts" column="max_attempts" />
+        <result property="nextRetryTime" column="next_retry_time" />
+        <result property="lockedBy" column="locked_by" />
+        <result property="lockedUntil" column="locked_until" />
+        <result property="progress" column="progress" />
+        <result property="currentStep" column="current_step" />
+        <result property="inputTokens" column="input_tokens" />
+        <result property="outputTokens" column="output_tokens" />
+        <result property="totalTokens" column="total_tokens" />
+        <result property="costCents" column="cost_cents" />
+        <result property="startedAt" column="started_at" />
+        <result property="finishedAt" column="finished_at" />
+        <result property="createTime" column="create_time" />
+        <result property="updateTime" column="update_time" />
+    </resultMap>
+
+    <sql id="selectAiGenerationTaskVo">
+        select task_id, generation_id, project_id, user_id, generate_type, provider, model, status,
+               request_hash, request_payload, result_payload, error_code, error_message, attempts, max_attempts,
+               next_retry_time, locked_by, locked_until, progress, current_step, input_tokens, output_tokens,
+               total_tokens, cost_cents, started_at, finished_at, create_time, update_time
+        from front_ai_generation_task
+    </sql>
+
+    <select id="selectAiGenerationTaskById" parameterType="Long" resultMap="AiGenerationTaskResult">
+        <include refid="selectAiGenerationTaskVo"/>
+        where task_id = #{taskId}
+    </select>
+
+    <select id="selectTaskForUser" resultMap="AiGenerationTaskResult">
+        <include refid="selectAiGenerationTaskVo"/>
+        where user_id = #{userId} and project_id = #{projectId} and task_id = #{taskId}
+    </select>
+
+    <select id="selectActiveTaskByRequestHash" resultMap="AiGenerationTaskResult">
+        <include refid="selectAiGenerationTaskVo"/>
+        where user_id = #{userId}
+          and project_id = #{projectId}
+          and request_hash = #{requestHash}
+          and status in ('QUEUED', 'RUNNING', 'RETRY_WAITING')
+        order by task_id desc
+        limit 1
+    </select>
+
+    <select id="selectTasksByProjectId" resultMap="AiGenerationTaskResult">
+        <include refid="selectAiGenerationTaskVo"/>
+        where user_id = #{userId} and project_id = #{projectId}
+        order by task_id desc
+    </select>
+
+    <select id="selectClaimableTasks" resultMap="AiGenerationTaskResult">
+        <include refid="selectAiGenerationTaskVo"/>
+        where status in ('QUEUED', 'RETRY_WAITING')
+          and (next_retry_time is null or next_retry_time &lt;= sysdate())
+          and (locked_until is null or locked_until &lt; sysdate())
+        order by task_id asc
+        limit #{limit}
+    </select>
+
+    <insert id="insertAiGenerationTask" parameterType="AiGenerationTask" useGeneratedKeys="true" keyProperty="taskId">
+        insert into front_ai_generation_task
+        <trim prefix="(" suffix=")" suffixOverrides=",">
+            generation_id, project_id, user_id, generate_type, provider, model, status, request_hash,
+            request_payload, result_payload, error_code, error_message, attempts, max_attempts,
+            next_retry_time, locked_by, locked_until, progress, current_step, input_tokens, output_tokens,
+            total_tokens, cost_cents, started_at, finished_at, create_time, update_time,
+        </trim>
+        <trim prefix="values (" suffix=")" suffixOverrides=",">
+            #{generationId}, #{projectId}, #{userId}, #{generateType}, #{provider}, #{model}, #{status}, #{requestHash},
+            #{requestPayload}, #{resultPayload}, #{errorCode}, #{errorMessage}, #{attempts}, #{maxAttempts},
+            #{nextRetryTime}, #{lockedBy}, #{lockedUntil}, #{progress}, #{currentStep}, #{inputTokens}, #{outputTokens},
+            #{totalTokens}, #{costCents}, #{startedAt}, #{finishedAt}, sysdate(), sysdate(),
+        </trim>
+    </insert>
+
+    <update id="updateAiGenerationTask" parameterType="AiGenerationTask">
+        update front_ai_generation_task
+        <trim prefix="SET" suffixOverrides=",">
+            <if test="generationId != null">generation_id = #{generationId},</if>
+            <if test="status != null">status = #{status},</if>
+            <if test="resultPayload != null">result_payload = #{resultPayload},</if>
+            <if test="errorCode != null">error_code = #{errorCode},</if>
+            <if test="errorMessage != null">error_message = #{errorMessage},</if>
+            <if test="attempts != null">attempts = #{attempts},</if>
+            <if test="maxAttempts != null">max_attempts = #{maxAttempts},</if>
+            <if test="nextRetryTime != null">next_retry_time = #{nextRetryTime},</if>
+            <if test="lockedBy != null">locked_by = #{lockedBy},</if>
+            <if test="lockedUntil != null">locked_until = #{lockedUntil},</if>
+            <if test="progress != null">progress = #{progress},</if>
+            <if test="currentStep != null">current_step = #{currentStep},</if>
+            <if test="inputTokens != null">input_tokens = #{inputTokens},</if>
+            <if test="outputTokens != null">output_tokens = #{outputTokens},</if>
+            <if test="totalTokens != null">total_tokens = #{totalTokens},</if>
+            <if test="costCents != null">cost_cents = #{costCents},</if>
+            <if test="startedAt != null">started_at = #{startedAt},</if>
+            <if test="finishedAt != null">finished_at = #{finishedAt},</if>
+            update_time = sysdate(),
+        </trim>
+        where task_id = #{taskId}
+    </update>
+
+    <update id="claimTask">
+        update front_ai_generation_task
+        set status = 'RUNNING',
+            locked_by = #{lockedBy},
+            locked_until = date_add(sysdate(), interval 10 minute),
+            current_step = '正在启动',
+            progress = 5,
+            update_time = sysdate()
+        where task_id = #{taskId}
+          and status in ('QUEUED', 'RETRY_WAITING')
+          and (next_retry_time is null or next_retry_time &lt;= sysdate())
+          and (locked_until is null or locked_until &lt; sysdate())
+    </update>
+</mapper>
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/resources/mapper/front/AiQuotaBucketMapper.xml b/RuoYi-Vue/ruoyi-generator/src/main/resources/mapper/front/AiQuotaBucketMapper.xml
new file mode 100644
index 0000000..c7156e2
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/resources/mapper/front/AiQuotaBucketMapper.xml
@@ -0,0 +1,53 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<!DOCTYPE mapper
+PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
+"http://mybatis.org/dtd/mybatis-3-mapper.dtd">
+<mapper namespace="com.ruoyi.generator.mapper.front.AiQuotaBucketMapper">
+
+    <resultMap type="AiQuotaBucket" id="AiQuotaBucketResult">
+        <id property="bucketId" column="bucket_id" />
+        <result property="userId" column="user_id" />
+        <result property="periodType" column="period_type" />
+        <result property="periodKey" column="period_key" />
+        <result property="taskLimit" column="task_limit" />
+        <result property="taskUsed" column="task_used" />
+        <result property="tokenLimit" column="token_limit" />
+        <result property="tokenUsed" column="token_used" />
+        <result property="costLimitCents" column="cost_limit_cents" />
+        <result property="costUsedCents" column="cost_used_cents" />
+        <result property="runningLimit" column="running_limit" />
+        <result property="runningCount" column="running_count" />
+        <result property="createTime" column="create_time" />
+        <result property="updateTime" column="update_time" />
+    </resultMap>
+
+    <select id="selectQuotaBucket" resultMap="AiQuotaBucketResult">
+        select bucket_id, user_id, period_type, period_key, task_limit, task_used, token_limit, token_used,
+               cost_limit_cents, cost_used_cents, running_limit, running_count, create_time, update_time
+        from front_ai_quota_bucket
+        where user_id = #{userId} and period_type = #{periodType} and period_key = #{periodKey}
+    </select>
+
+    <insert id="insertQuotaBucket" parameterType="AiQuotaBucket" useGeneratedKeys="true" keyProperty="bucketId">
+        insert into front_ai_quota_bucket
+        (user_id, period_type, period_key, task_limit, task_used, token_limit, token_used,
+         cost_limit_cents, cost_used_cents, running_limit, running_count, create_time, update_time)
+        values
+        (#{userId}, #{periodType}, #{periodKey}, #{taskLimit}, #{taskUsed}, #{tokenLimit}, #{tokenUsed},
+         #{costLimitCents}, #{costUsedCents}, #{runningLimit}, #{runningCount}, sysdate(), sysdate())
+    </insert>
+
+    <update id="updateQuotaBucket" parameterType="AiQuotaBucket">
+        update front_ai_quota_bucket
+        set task_limit = #{taskLimit},
+            task_used = #{taskUsed},
+            token_limit = #{tokenLimit},
+            token_used = #{tokenUsed},
+            cost_limit_cents = #{costLimitCents},
+            cost_used_cents = #{costUsedCents},
+            running_limit = #{runningLimit},
+            running_count = #{runningCount},
+            update_time = sysdate()
+        where bucket_id = #{bucketId}
+    </update>
+</mapper>
diff --git a/RuoYi-Vue/ruoyi-generator/src/main/resources/mapper/front/AiUsageLedgerMapper.xml b/RuoYi-Vue/ruoyi-generator/src/main/resources/mapper/front/AiUsageLedgerMapper.xml
new file mode 100644
index 0000000..3536511
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/main/resources/mapper/front/AiUsageLedgerMapper.xml
@@ -0,0 +1,15 @@
+<?xml version="1.0" encoding="UTF-8" ?>
+<!DOCTYPE mapper
+PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN"
+"http://mybatis.org/dtd/mybatis-3-mapper.dtd">
+<mapper namespace="com.ruoyi.generator.mapper.front.AiUsageLedgerMapper">
+
+    <insert id="insertAiUsageLedger" parameterType="AiUsageLedger" useGeneratedKeys="true" keyProperty="ledgerId">
+        insert into front_ai_usage_ledger
+        (task_id, generation_id, project_id, user_id, generate_type, provider, model, input_tokens,
+         output_tokens, total_tokens, cost_cents, success, error_message, create_time)
+        values
+        (#{taskId}, #{generationId}, #{projectId}, #{userId}, #{generateType}, #{provider}, #{model}, #{inputTokens},
+         #{outputTokens}, #{totalTokens}, #{costCents}, #{success}, #{errorMessage}, sysdate())
+    </insert>
+</mapper>
diff --git a/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiCostCalculatorTest.java b/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiCostCalculatorTest.java
new file mode 100644
index 0000000..cc3014d
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiCostCalculatorTest.java
@@ -0,0 +1,26 @@
+package com.ruoyi.generator.service.front;
+
+import static org.junit.Assert.assertEquals;
+
+import org.junit.Test;
+
+public class AiCostCalculatorTest
+{
+    @Test
+    public void missingTokensCostNothing()
+    {
+        AiCostCalculator calculator = new AiCostCalculator();
+
+        assertEquals(0, calculator.estimateCostCents("deepseek", "deepseek-chat", null, null));
+        assertEquals(0, calculator.estimateCostCents("deepseek", "deepseek-chat", 0, 0));
+    }
+
+    @Test
+    public void deepSeekChatUsesInputAndOutputRates()
+    {
+        AiCostCalculator calculator = new AiCostCalculator();
+
+        assertEquals(1, calculator.estimateCostCents("deepseek", "deepseek-chat", 1_000, 1_000));
+        assertEquals(3, calculator.estimateCostCents("deepseek", "deepseek-chat", 2_000, 4_000));
+    }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiGenerationTaskServiceImplTest.java b/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiGenerationTaskServiceImplTest.java
new file mode 100644
index 0000000..635e5ff
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiGenerationTaskServiceImplTest.java
@@ -0,0 +1,152 @@
+package com.ruoyi.generator.service.front;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertNotNull;
+import static org.junit.Assert.assertSame;
+import static org.mockito.ArgumentMatchers.any;
+import static org.mockito.ArgumentMatchers.anyLong;
+import static org.mockito.Mockito.never;
+import static org.mockito.Mockito.verify;
+import static org.mockito.Mockito.when;
+
+import java.lang.reflect.Field;
+import org.junit.Before;
+import org.junit.Test;
+import org.mockito.ArgumentCaptor;
+import org.mockito.Mock;
+import org.mockito.MockitoAnnotations;
+import com.ruoyi.common.exception.ServiceException;
+import com.ruoyi.generator.domain.front.AiGenerationTask;
+import com.ruoyi.generator.domain.front.FrontProject;
+import com.ruoyi.generator.domain.front.dto.AiGenerationTaskCreateRequest;
+import com.ruoyi.generator.domain.front.dto.AiGenerationTaskStatusResponse;
+import com.ruoyi.generator.mapper.front.AiGenerationTaskMapper;
+import com.ruoyi.generator.mapper.front.FrontProjectMapper;
+
+public class AiGenerationTaskServiceImplTest
+{
+    private AiGenerationTaskServiceImpl service;
+
+    @Mock
+    private FrontProjectMapper frontProjectMapper;
+    @Mock
+    private AiGenerationTaskMapper aiGenerationTaskMapper;
+    @Mock
+    private AiQuotaService aiQuotaService;
+
+    @Before
+    public void setUp() throws Exception
+    {
+        MockitoAnnotations.initMocks(this);
+        service = new AiGenerationTaskServiceImpl();
+        setField("frontProjectMapper", frontProjectMapper);
+        setField("aiGenerationTaskMapper", aiGenerationTaskMapper);
+        setField("aiQuotaService", aiQuotaService);
+    }
+
+    @Test
+    public void createTaskQueuesDatabaseGenerationAndReservesQuota()
+    {
+        when(frontProjectMapper.selectFrontProjectByUserAndId(7L, 10L)).thenReturn(project());
+        org.mockito.Mockito.doAnswer(invocation -> {
+            AiGenerationTask task = invocation.getArgument(0);
+            task.setTaskId(88L);
+            return 1;
+        }).when(aiGenerationTaskMapper).insertAiGenerationTask(any(AiGenerationTask.class));
+
+        AiGenerationTaskStatusResponse response = service.createTask(7L, 10L, request("database"));
+
+        ArgumentCaptor<AiGenerationTask> taskCaptor = ArgumentCaptor.forClass(AiGenerationTask.class);
+        verify(aiQuotaService).reserve(7L);
+        verify(aiGenerationTaskMapper).insertAiGenerationTask(taskCaptor.capture());
+        AiGenerationTask task = taskCaptor.getValue();
+        assertEquals(Long.valueOf(10L), task.getProjectId());
+        assertEquals(Long.valueOf(7L), task.getUserId());
+        assertEquals("database", task.getGenerateType());
+        assertEquals("QUEUED", task.getStatus());
+        assertEquals(Integer.valueOf(0), task.getProgress());
+        assertEquals(Integer.valueOf(0), task.getAttempts());
+        assertEquals(Integer.valueOf(3), task.getMaxAttempts());
+        assertNotNull(task.getRequestHash());
+        assertEquals(Long.valueOf(88L), response.getTaskId());
+        assertEquals("QUEUED", response.getStatus());
+    }
+
+    @Test
+    public void createTaskReusesRunningTaskWithSameRequestHash()
+    {
+        when(frontProjectMapper.selectFrontProjectByUserAndId(7L, 10L)).thenReturn(project());
+        AiGenerationTask existing = new AiGenerationTask();
+        existing.setTaskId(99L);
+        existing.setProjectId(10L);
+        existing.setUserId(7L);
+        existing.setGenerateType("database");
+        existing.setStatus("RUNNING");
+        existing.setProgress(35);
+        when(aiGenerationTaskMapper.selectActiveTaskByRequestHash(anyLong(), anyLong(), org.mockito.ArgumentMatchers.anyString()))
+                .thenReturn(existing);
+
+        AiGenerationTaskStatusResponse response = service.createTask(7L, 10L, request("database"));
+
+        verify(aiQuotaService, never()).reserve(anyLong());
+        verify(aiGenerationTaskMapper, never()).insertAiGenerationTask(any(AiGenerationTask.class));
+        assertEquals(Long.valueOf(99L), response.getTaskId());
+        assertEquals("RUNNING", response.getStatus());
+        assertEquals(Integer.valueOf(35), response.getProgress());
+    }
+
+    @Test(expected = ServiceException.class)
+    public void createTaskRejectsMissingProjectOwnership()
+    {
+        when(frontProjectMapper.selectFrontProjectByUserAndId(7L, 10L)).thenReturn(null);
+
+        service.createTask(7L, 10L, request("database"));
+    }
+
+    @Test
+    public void getTaskReturnsOnlyOwnedTask()
+    {
+        AiGenerationTask task = new AiGenerationTask();
+        task.setTaskId(99L);
+        task.setProjectId(10L);
+        task.setUserId(7L);
+        task.setGenerateType("database");
+        task.setStatus("SUCCEEDED");
+        task.setResultPayload("{\"tables\":[]}");
+        when(aiGenerationTaskMapper.selectTaskForUser(7L, 10L, 99L)).thenReturn(task);
+
+        AiGenerationTaskStatusResponse response = service.getTask(7L, 10L, 99L);
+
+        assertSame(task.getTaskId(), response.getTaskId());
+        assertEquals("SUCCEEDED", response.getStatus());
+        assertEquals("{\"tables\":[]}", response.getResultPayload());
+    }
+
+    private AiGenerationTaskCreateRequest request(String generateType)
+    {
+        AiGenerationTaskCreateRequest request = new AiGenerationTaskCreateRequest();
+        request.setGenerateType(generateType);
+        request.setProjectName("客户中心");
+        request.setProjectDesc("管理客户资料");
+        request.setIndustryTemplate("crm");
+        request.setExtraRequirements("客户分层");
+        request.setAppBlueprint("{\"roles\":[]}");
+        return request;
+    }
+
+    private FrontProject project()
+    {
+        FrontProject project = new FrontProject();
+        project.setProjectId(10L);
+        project.setUserId(7L);
+        project.setProjectName("客户中心");
+        return project;
+    }
+
+    private void setField(String name, Object value) throws Exception
+    {
+        Field field = AiGenerationTaskServiceImpl.class.getDeclaredField(name);
+        field.setAccessible(true);
+        field.set(service, value);
+    }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiGenerationTaskWorkerTest.java b/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiGenerationTaskWorkerTest.java
new file mode 100644
index 0000000..b0055cb
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiGenerationTaskWorkerTest.java
@@ -0,0 +1,168 @@
+package com.ruoyi.generator.service.front;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+import static org.mockito.ArgumentMatchers.any;
+import static org.mockito.Mockito.verify;
+import static org.mockito.Mockito.when;
+
+import java.lang.reflect.Field;
+import java.util.Arrays;
+import java.util.Collections;
+import org.junit.Before;
+import org.junit.Test;
+import org.mockito.ArgumentCaptor;
+import org.mockito.Mock;
+import org.mockito.MockitoAnnotations;
+import com.alibaba.fastjson2.JSON;
+import com.ruoyi.generator.domain.front.AiGenerationTask;
+import com.ruoyi.generator.domain.front.AiUsageLedger;
+import com.ruoyi.generator.domain.front.dto.AiGenerationTaskCreateRequest;
+import com.ruoyi.generator.domain.front.dto.AppBlueprintDesign;
+import com.ruoyi.generator.domain.front.dto.GenerateAppBlueprintRequest;
+import com.ruoyi.generator.mapper.front.AiGenerationTaskMapper;
+import com.ruoyi.generator.mapper.front.AiUsageLedgerMapper;
+
+public class AiGenerationTaskWorkerTest
+{
+    private AiGenerationTaskWorker worker;
+
+    @Mock
+    private AiGenerationTaskMapper aiGenerationTaskMapper;
+    @Mock
+    private AiUsageLedgerMapper aiUsageLedgerMapper;
+    @Mock
+    private IAiGenerateService aiGenerateService;
+    @Mock
+    private AiQuotaService aiQuotaService;
+
+    @Before
+    public void setUp() throws Exception
+    {
+        MockitoAnnotations.initMocks(this);
+        worker = new AiGenerationTaskWorker();
+        setField("aiGenerationTaskMapper", aiGenerationTaskMapper);
+        setField("aiUsageLedgerMapper", aiUsageLedgerMapper);
+        setField("aiGenerateService", aiGenerateService);
+        setField("aiQuotaService", aiQuotaService);
+        setField("retryPolicy", new AiTaskRetryPolicy());
+        setField("costCalculator", new AiCostCalculator());
+    }
+
+    @Test
+    public void processTaskMarksSuccessAndStoresResult()
+    {
+        AiGenerationTask task = task("app_blueprint");
+        when(aiGenerationTaskMapper.selectAiGenerationTaskById(88L)).thenReturn(task);
+        when(aiGenerationTaskMapper.claimTask(org.mockito.ArgumentMatchers.eq(88L), any(String.class))).thenReturn(1);
+        AppBlueprintDesign blueprint = new AppBlueprintDesign();
+        blueprint.setRoles(Collections.emptyList());
+        when(aiGenerateService.generateAppBlueprint(any(Long.class), any(Long.class), any(GenerateAppBlueprintRequest.class)))
+                .thenReturn(blueprint);
+
+        worker.processTask(88L);
+
+        ArgumentCaptor<AiGenerationTask> taskCaptor = ArgumentCaptor.forClass(AiGenerationTask.class);
+        verify(aiGenerationTaskMapper, org.mockito.Mockito.atLeastOnce()).updateAiGenerationTask(taskCaptor.capture());
+        AiGenerationTask saved = taskCaptor.getAllValues().get(taskCaptor.getAllValues().size() - 1);
+        assertEquals("SUCCEEDED", saved.getStatus());
+        assertEquals(Integer.valueOf(100), saved.getProgress());
+        assertTrue(saved.getTotalTokens() > 0);
+        assertTrue(saved.getCostCents() > 0);
+        assertTrue(saved.getResultPayload().contains("\"roles\":[]"));
+        verify(aiQuotaService).releaseRunning(7L);
+        verify(aiUsageLedgerMapper).insertAiUsageLedger(any(AiUsageLedger.class));
+    }
+
+    @Test
+    public void processTaskSchedulesRetryForRetryableFailure()
+    {
+        AiGenerationTask task = task("app_blueprint");
+        task.setAttempts(1);
+        when(aiGenerationTaskMapper.selectAiGenerationTaskById(88L)).thenReturn(task);
+        when(aiGenerationTaskMapper.claimTask(org.mockito.ArgumentMatchers.eq(88L), any(String.class))).thenReturn(1);
+        when(aiGenerateService.generateAppBlueprint(any(Long.class), any(Long.class), any(GenerateAppBlueprintRequest.class)))
+                .thenThrow(new RuntimeException("DeepSeek request timeout"));
+
+        worker.processTask(88L);
+
+        ArgumentCaptor<AiGenerationTask> taskCaptor = ArgumentCaptor.forClass(AiGenerationTask.class);
+        verify(aiGenerationTaskMapper, org.mockito.Mockito.atLeastOnce()).updateAiGenerationTask(taskCaptor.capture());
+        AiGenerationTask saved = taskCaptor.getAllValues().get(taskCaptor.getAllValues().size() - 1);
+        assertEquals("RETRY_WAITING", saved.getStatus());
+        assertEquals(Integer.valueOf(2), saved.getAttempts());
+        verify(aiQuotaService).releaseRunning(7L);
+    }
+
+    @Test
+    public void processTaskMarksFailedForNonRetryableFailure()
+    {
+        AiGenerationTask task = task("app_blueprint");
+        when(aiGenerationTaskMapper.selectAiGenerationTaskById(88L)).thenReturn(task);
+        when(aiGenerationTaskMapper.claimTask(org.mockito.ArgumentMatchers.eq(88L), any(String.class))).thenReturn(1);
+        when(aiGenerateService.generateAppBlueprint(any(Long.class), any(Long.class), any(GenerateAppBlueprintRequest.class)))
+                .thenThrow(new RuntimeException("配额不足"));
+
+        worker.processTask(88L);
+
+        ArgumentCaptor<AiGenerationTask> taskCaptor = ArgumentCaptor.forClass(AiGenerationTask.class);
+        verify(aiGenerationTaskMapper, org.mockito.Mockito.atLeastOnce()).updateAiGenerationTask(taskCaptor.capture());
+        AiGenerationTask saved = taskCaptor.getAllValues().get(taskCaptor.getAllValues().size() - 1);
+        assertEquals("FAILED", saved.getStatus());
+        assertEquals(Integer.valueOf(1), saved.getAttempts());
+        verify(aiQuotaService).releaseRunning(7L);
+    }
+
+    @Test
+    public void processDueTasksRunsClaimableTasks()
+    {
+        AiGenerationTask first = task("app_blueprint");
+        first.setTaskId(88L);
+        AiGenerationTask second = task("app_blueprint");
+        second.setTaskId(89L);
+        when(aiGenerationTaskMapper.selectClaimableTasks(2)).thenReturn(Arrays.asList(first, second));
+        when(aiGenerationTaskMapper.selectAiGenerationTaskById(88L)).thenReturn(first);
+        when(aiGenerationTaskMapper.selectAiGenerationTaskById(89L)).thenReturn(second);
+        when(aiGenerationTaskMapper.claimTask(any(Long.class), any(String.class))).thenReturn(1);
+        AppBlueprintDesign blueprint = new AppBlueprintDesign();
+        blueprint.setRoles(Collections.emptyList());
+        when(aiGenerateService.generateAppBlueprint(any(Long.class), any(Long.class), any(GenerateAppBlueprintRequest.class)))
+                .thenReturn(blueprint);
+
+        int count = worker.processDueTasks(2);
+
+        assertEquals(2, count);
+        verify(aiGenerationTaskMapper).selectClaimableTasks(2);
+        verify(aiGenerationTaskMapper).selectAiGenerationTaskById(88L);
+        verify(aiGenerationTaskMapper).selectAiGenerationTaskById(89L);
+    }
+
+    private AiGenerationTask task(String generateType)
+    {
+        AiGenerationTaskCreateRequest request = new AiGenerationTaskCreateRequest();
+        request.setGenerateType(generateType);
+        request.setProjectName("客户中心");
+        request.setProjectDesc("管理客户资料");
+        request.setIndustryTemplate("crm");
+        request.setExtraRequirements("客户分层");
+        AiGenerationTask task = new AiGenerationTask();
+        task.setTaskId(88L);
+        task.setProjectId(10L);
+        task.setUserId(7L);
+        task.setGenerateType(generateType);
+        task.setProvider("deepseek");
+        task.setModel("deepseek-chat");
+        task.setStatus("QUEUED");
+        task.setAttempts(0);
+        task.setMaxAttempts(3);
+        task.setRequestPayload(JSON.toJSONString(request));
+        return task;
+    }
+
+    private void setField(String name, Object value) throws Exception
+    {
+        Field field = AiGenerationTaskWorker.class.getDeclaredField(name);
+        field.setAccessible(true);
+        field.set(worker, value);
+    }
+}
diff --git a/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiTaskRetryPolicyTest.java b/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiTaskRetryPolicyTest.java
new file mode 100644
index 0000000..156009a
--- /dev/null
+++ b/RuoYi-Vue/ruoyi-generator/src/test/java/com/ruoyi/generator/service/front/AiTaskRetryPolicyTest.java
@@ -0,0 +1,52 @@
+package com.ruoyi.generator.service.front;
+
+import static org.junit.Assert.assertFalse;
+import static org.junit.Assert.assertTrue;
+import static org.junit.Assert.assertEquals;
+
+import java.util.Date;
+import org.junit.Test;
+
+public class AiTaskRetryPolicyTest
+{
+    @Test
+    public void retryableFailuresCanRetryBeforeMaxAttempts()
+    {
+        AiTaskRetryPolicy policy = new AiTaskRetryPolicy();
+
+        assertTrue(policy.canRetry("DeepSeek request timeout", 1, 3));
+        assertTrue(policy.canRetry("429 too many requests", 1, 3));
+        assertTrue(policy.canRetry("DeepSeek unavailable", 2, 3));
+        assertTrue(policy.canRetry("HTTP 502 bad gateway", 2, 3));
+    }
+
+    @Test
+    public void nonRetryableFailuresDoNotRetry()
+    {
+        AiTaskRetryPolicy policy = new AiTaskRetryPolicy();
+
+        assertFalse(policy.canRetry("配额不足", 1, 3));
+        assertFalse(policy.canRetry("项目不存在或无权限", 1, 3));
+        assertFalse(policy.canRetry("Business action references missing field", 1, 3));
+    }
+
+    @Test
+    public void maxAttemptsStopsRetry()
+    {
+        AiTaskRetryPolicy policy = new AiTaskRetryPolicy();
+
+        assertFalse(policy.canRetry("DeepSeek request timeout", 3, 3));
+    }
+
+    @Test
+    public void nextRetryTimeUsesBackoffSequence()
+    {
+        AiTaskRetryPolicy policy = new AiTaskRetryPolicy();
+        Date now = new Date(1_000L);
+
+        assertEquals(new Date(31_000L), policy.nextRetryTime(1, now));
+        assertEquals(new Date(121_000L), policy.nextRetryTime(2, now));
+        assertEquals(new Date(301_000L), policy.nextRetryTime(3, now));
+        assertEquals(new Date(301_000L), policy.nextRetryTime(9, now));
+    }
+}
diff --git a/RuoYi-Vue/sql/db.sql b/RuoYi-Vue/sql/db.sql
index 6fa8829..f99d46e 100644
--- a/RuoYi-Vue/sql/db.sql
+++ b/RuoYi-Vue/sql/db.sql
@@ -1261,6 +1261,9 @@ insert into sys_project_structure (node_id, parent_id, node_name, node_type, mod
 -- =================================================
 
 drop table if exists front_project_file;
+drop table if exists front_ai_usage_ledger;
+drop table if exists front_ai_generation_task;
+drop table if exists front_ai_quota_bucket;
 drop table if exists front_project_generation;
 drop table if exists front_project_column;
 drop table if exists front_project_table;
@@ -1383,6 +1386,82 @@ create table front_project_generation (
   key idx_front_project_generation_project_id (project_id)
 ) engine=innodb auto_increment=100 default charset=utf8mb4 comment='前台项目生成记录';
 
+create table front_ai_generation_task (
+  task_id              bigint(20)      not null auto_increment comment 'AI task ID',
+  generation_id        bigint(20)      default null comment 'Generation record ID',
+  project_id           bigint(20)      not null comment 'Project ID',
+  user_id              bigint(20)      not null comment 'Front user ID',
+  generate_type        varchar(50)     not null comment 'Generation type',
+  provider             varchar(50)     default 'deepseek' comment 'AI provider',
+  model                varchar(100)    default 'deepseek-chat' comment 'AI model',
+  status               varchar(30)     not null default 'QUEUED' comment 'Task status',
+  request_hash         varchar(64)     not null comment 'Request idempotency hash',
+  request_payload      longtext        comment 'Request JSON',
+  result_payload       longtext        comment 'Result JSON',
+  error_code           varchar(100)    default '' comment 'Error code',
+  error_message        varchar(1000)   default '' comment 'Error message',
+  attempts             int             default 0 comment 'Attempt count',
+  max_attempts         int             default 3 comment 'Max attempts',
+  next_retry_time      datetime        default null comment 'Next retry time',
+  locked_by            varchar(100)    default '' comment 'Worker lock owner',
+  locked_until         datetime        default null comment 'Worker lock expiry',
+  progress             int             default 0 comment 'Progress percent',
+  current_step         varchar(100)    default '' comment 'Current step',
+  input_tokens         int             default 0 comment 'Input tokens',
+  output_tokens        int             default 0 comment 'Output tokens',
+  total_tokens         int             default 0 comment 'Total tokens',
+  cost_cents           int             default 0 comment 'Estimated cost in cents',
+  started_at           datetime        default null comment 'Started time',
+  finished_at          datetime        default null comment 'Finished time',
+  create_time          datetime        default null comment 'Create time',
+  update_time          datetime        default null comment 'Update time',
+  primary key (task_id),
+  key idx_front_ai_task_project (user_id, project_id),
+  key idx_front_ai_task_status (status, next_retry_time),
+  key idx_front_ai_task_generation (generation_id),
+  key idx_front_ai_task_hash (user_id, project_id, request_hash)
+) engine=innodb auto_increment=100 default charset=utf8mb4 comment='Front AI generation task';
+
+create table front_ai_quota_bucket (
+  bucket_id            bigint(20)      not null auto_increment comment 'Quota bucket ID',
+  user_id              bigint(20)      not null comment 'Front user ID',
+  period_type          varchar(20)     not null comment 'DAY or MONTH',
+  period_key           varchar(20)     not null comment 'Period key',
+  task_limit           int             default 0 comment 'Task limit',
+  task_used            int             default 0 comment 'Used tasks',
+  token_limit          int             default 0 comment 'Token limit',
+  token_used           int             default 0 comment 'Used tokens',
+  cost_limit_cents     int             default 0 comment 'Cost limit in cents',
+  cost_used_cents      int             default 0 comment 'Used cost in cents',
+  running_limit        int             default 1 comment 'Running task limit',
+  running_count        int             default 0 comment 'Running task count',
+  create_time          datetime        default null comment 'Create time',
+  update_time          datetime        default null comment 'Update time',
+  primary key (bucket_id),
+  unique key uk_front_ai_quota_bucket (user_id, period_type, period_key)
+) engine=innodb auto_increment=100 default charset=utf8mb4 comment='Front AI quota bucket';
+
+create table front_ai_usage_ledger (
+  ledger_id            bigint(20)      not null auto_increment comment 'Usage ledger ID',
+  task_id              bigint(20)      default null comment 'Task ID',
+  generation_id        bigint(20)      default null comment 'Generation record ID',
+  project_id           bigint(20)      not null comment 'Project ID',
+  user_id              bigint(20)      not null comment 'Front user ID',
+  generate_type        varchar(50)     not null comment 'Generation type',
+  provider             varchar(50)     default 'deepseek' comment 'AI provider',
+  model                varchar(100)    default 'deepseek-chat' comment 'AI model',
+  input_tokens         int             default 0 comment 'Input tokens',
+  output_tokens        int             default 0 comment 'Output tokens',
+  total_tokens         int             default 0 comment 'Total tokens',
+  cost_cents           int             default 0 comment 'Estimated cost in cents',
+  success              char(1)         default '0' comment 'Success flag',
+  error_message        varchar(1000)   default '' comment 'Error message',
+  create_time          datetime        default null comment 'Create time',
+  primary key (ledger_id),
+  key idx_front_ai_usage_user (user_id, create_time),
+  key idx_front_ai_usage_task (task_id)
+) engine=innodb auto_increment=100 default charset=utf8mb4 comment='Front AI usage ledger';
+
 create table front_project_file (
   file_id              bigint(20)      not null auto_increment comment '文件缓存ID',
   project_id           bigint(20)      not null comment '项目ID',
diff --git a/RuoYi-Vue/sql/front_ai_task_upgrade.sql b/RuoYi-Vue/sql/front_ai_task_upgrade.sql
new file mode 100644
index 0000000..fe89438
--- /dev/null
+++ b/RuoYi-Vue/sql/front_ai_task_upgrade.sql
@@ -0,0 +1,77 @@
+-- EasyCode front AI task center incremental upgrade
+
+create table if not exists front_ai_generation_task (
+  task_id              bigint(20)      not null auto_increment comment 'AI task ID',
+  generation_id        bigint(20)      default null comment 'Generation record ID',
+  project_id           bigint(20)      not null comment 'Project ID',
+  user_id              bigint(20)      not null comment 'Front user ID',
+  generate_type        varchar(50)     not null comment 'Generation type',
+  provider             varchar(50)     default 'deepseek' comment 'AI provider',
+  model                varchar(100)    default 'deepseek-chat' comment 'AI model',
+  status               varchar(30)     not null default 'QUEUED' comment 'Task status',
+  request_hash         varchar(64)     not null comment 'Request idempotency hash',
+  request_payload      longtext        comment 'Request JSON',
+  result_payload       longtext        comment 'Result JSON',
+  error_code           varchar(100)    default '' comment 'Error code',
+  error_message        varchar(1000)   default '' comment 'Error message',
+  attempts             int             default 0 comment 'Attempt count',
+  max_attempts         int             default 3 comment 'Max attempts',
+  next_retry_time      datetime        default null comment 'Next retry time',
+  locked_by            varchar(100)    default '' comment 'Worker lock owner',
+  locked_until         datetime        default null comment 'Worker lock expiry',
+  progress             int             default 0 comment 'Progress percent',
+  current_step         varchar(100)    default '' comment 'Current step',
+  input_tokens         int             default 0 comment 'Input tokens',
+  output_tokens        int             default 0 comment 'Output tokens',
+  total_tokens         int             default 0 comment 'Total tokens',
+  cost_cents           int             default 0 comment 'Estimated cost in cents',
+  started_at           datetime        default null comment 'Started time',
+  finished_at          datetime        default null comment 'Finished time',
+  create_time          datetime        default null comment 'Create time',
+  update_time          datetime        default null comment 'Update time',
+  primary key (task_id),
+  key idx_front_ai_task_project (user_id, project_id),
+  key idx_front_ai_task_status (status, next_retry_time),
+  key idx_front_ai_task_generation (generation_id),
+  key idx_front_ai_task_hash (user_id, project_id, request_hash)
+) engine=innodb auto_increment=100 default charset=utf8mb4 comment='Front AI generation task';
+
+create table if not exists front_ai_quota_bucket (
+  bucket_id            bigint(20)      not null auto_increment comment 'Quota bucket ID',
+  user_id              bigint(20)      not null comment 'Front user ID',
+  period_type          varchar(20)     not null comment 'DAY or MONTH',
+  period_key           varchar(20)     not null comment 'Period key',
+  task_limit           int             default 0 comment 'Task limit',
+  task_used            int             default 0 comment 'Used tasks',
+  token_limit          int             default 0 comment 'Token limit',
+  token_used           int             default 0 comment 'Used tokens',
+  cost_limit_cents     int             default 0 comment 'Cost limit in cents',
+  cost_used_cents      int             default 0 comment 'Used cost in cents',
+  running_limit        int             default 1 comment 'Running task limit',
+  running_count        int             default 0 comment 'Running task count',
+  create_time          datetime        default null comment 'Create time',
+  update_time          datetime        default null comment 'Update time',
+  primary key (bucket_id),
+  unique key uk_front_ai_quota_bucket (user_id, period_type, period_key)
+) engine=innodb auto_increment=100 default charset=utf8mb4 comment='Front AI quota bucket';
+
+create table if not exists front_ai_usage_ledger (
+  ledger_id            bigint(20)      not null auto_increment comment 'Usage ledger ID',
+  task_id              bigint(20)      default null comment 'Task ID',
+  generation_id        bigint(20)      default null comment 'Generation record ID',
+  project_id           bigint(20)      not null comment 'Project ID',
+  user_id              bigint(20)      not null comment 'Front user ID',
+  generate_type        varchar(50)     not null comment 'Generation type',
+  provider             varchar(50)     default 'deepseek' comment 'AI provider',
+  model                varchar(100)    default 'deepseek-chat' comment 'AI model',
+  input_tokens         int             default 0 comment 'Input tokens',
+  output_tokens        int             default 0 comment 'Output tokens',
+  total_tokens         int             default 0 comment 'Total tokens',
+  cost_cents           int             default 0 comment 'Estimated cost in cents',
+  success              char(1)         default '0' comment 'Success flag',
+  error_message        varchar(1000)   default '' comment 'Error message',
+  create_time          datetime        default null comment 'Create time',
+  primary key (ledger_id),
+  key idx_front_ai_usage_user (user_id, create_time),
+  key idx_front_ai_usage_task (task_id)
+) engine=innodb auto_increment=100 default charset=utf8mb4 comment='Front AI usage ledger';
diff --git a/RuoYi-Vue/sql/front_workbench.sql b/RuoYi-Vue/sql/front_workbench.sql
index e7e188a..7e4292c 100644
--- a/RuoYi-Vue/sql/front_workbench.sql
+++ b/RuoYi-Vue/sql/front_workbench.sql
@@ -4,6 +4,9 @@
 -- =================================================
 
 drop table if exists front_project_file;
+drop table if exists front_ai_usage_ledger;
+drop table if exists front_ai_generation_task;
+drop table if exists front_ai_quota_bucket;
 drop table if exists front_project_generation;
 drop table if exists front_project_column;
 drop table if exists front_project_table;
@@ -144,6 +147,82 @@ create table front_project_generation (
   key idx_front_project_generation_project_id (project_id)
 ) engine=innodb auto_increment=100 default charset=utf8mb4 comment='前台项目生成记录';
 
+create table front_ai_generation_task (
+  task_id              bigint(20)      not null auto_increment comment 'AI task ID',
+  generation_id        bigint(20)      default null comment 'Generation record ID',
+  project_id           bigint(20)      not null comment 'Project ID',
+  user_id              bigint(20)      not null comment 'Front user ID',
+  generate_type        varchar(50)     not null comment 'Generation type',
+  provider             varchar(50)     default 'deepseek' comment 'AI provider',
+  model                varchar(100)    default 'deepseek-chat' comment 'AI model',
+  status               varchar(30)     not null default 'QUEUED' comment 'Task status',
+  request_hash         varchar(64)     not null comment 'Request idempotency hash',
+  request_payload      longtext        comment 'Request JSON',
+  result_payload       longtext        comment 'Result JSON',
+  error_code           varchar(100)    default '' comment 'Error code',
+  error_message        varchar(1000)   default '' comment 'Error message',
+  attempts             int             default 0 comment 'Attempt count',
+  max_attempts         int             default 3 comment 'Max attempts',
+  next_retry_time      datetime        default null comment 'Next retry time',
+  locked_by            varchar(100)    default '' comment 'Worker lock owner',
+  locked_until         datetime        default null comment 'Worker lock expiry',
+  progress             int             default 0 comment 'Progress percent',
+  current_step         varchar(100)    default '' comment 'Current step',
+  input_tokens         int             default 0 comment 'Input tokens',
+  output_tokens        int             default 0 comment 'Output tokens',
+  total_tokens         int             default 0 comment 'Total tokens',
+  cost_cents           int             default 0 comment 'Estimated cost in cents',
+  started_at           datetime        default null comment 'Started time',
+  finished_at          datetime        default null comment 'Finished time',
+  create_time          datetime        default null comment 'Create time',
+  update_time          datetime        default null comment 'Update time',
+  primary key (task_id),
+  key idx_front_ai_task_project (user_id, project_id),
+  key idx_front_ai_task_status (status, next_retry_time),
+  key idx_front_ai_task_generation (generation_id),
+  key idx_front_ai_task_hash (user_id, project_id, request_hash)
+) engine=innodb auto_increment=100 default charset=utf8mb4 comment='Front AI generation task';
+
+create table front_ai_quota_bucket (
+  bucket_id            bigint(20)      not null auto_increment comment 'Quota bucket ID',
+  user_id              bigint(20)      not null comment 'Front user ID',
+  period_type          varchar(20)     not null comment 'DAY or MONTH',
+  period_key           varchar(20)     not null comment 'Period key',
+  task_limit           int             default 0 comment 'Task limit',
+  task_used            int             default 0 comment 'Used tasks',
+  token_limit          int             default 0 comment 'Token limit',
+  token_used           int             default 0 comment 'Used tokens',
+  cost_limit_cents     int             default 0 comment 'Cost limit in cents',
+  cost_used_cents      int             default 0 comment 'Used cost in cents',
+  running_limit        int             default 1 comment 'Running task limit',
+  running_count        int             default 0 comment 'Running task count',
+  create_time          datetime        default null comment 'Create time',
+  update_time          datetime        default null comment 'Update time',
+  primary key (bucket_id),
+  unique key uk_front_ai_quota_bucket (user_id, period_type, period_key)
+) engine=innodb auto_increment=100 default charset=utf8mb4 comment='Front AI quota bucket';
+
+create table front_ai_usage_ledger (
+  ledger_id            bigint(20)      not null auto_increment comment 'Usage ledger ID',
+  task_id              bigint(20)      default null comment 'Task ID',
+  generation_id        bigint(20)      default null comment 'Generation record ID',
+  project_id           bigint(20)      not null comment 'Project ID',
+  user_id              bigint(20)      not null comment 'Front user ID',
+  generate_type        varchar(50)     not null comment 'Generation type',
+  provider             varchar(50)     default 'deepseek' comment 'AI provider',
+  model                varchar(100)    default 'deepseek-chat' comment 'AI model',
+  input_tokens         int             default 0 comment 'Input tokens',
+  output_tokens        int             default 0 comment 'Output tokens',
+  total_tokens         int             default 0 comment 'Total tokens',
+  cost_cents           int             default 0 comment 'Estimated cost in cents',
+  success              char(1)         default '0' comment 'Success flag',
+  error_message        varchar(1000)   default '' comment 'Error message',
+  create_time          datetime        default null comment 'Create time',
+  primary key (ledger_id),
+  key idx_front_ai_usage_user (user_id, create_time),
+  key idx_front_ai_usage_task (task_id)
+) engine=innodb auto_increment=100 default charset=utf8mb4 comment='Front AI usage ledger';
+
 create table front_project_file (
   file_id              bigint(20)      not null auto_increment comment '文件缓存ID',
   project_id           bigint(20)      not null comment '项目ID',